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1、ReportImpact of Gen AI on Key Industries:Corporate Insights&Emerging Startups Impact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsTable of ContentsAbout Plug and Play Authors Why we have written this report The Impact of AI on Enterprise IntroductionEnterprise&AI Fintech Insurtech

2、 Mobility Smart Cities,Real Estate&Construction Brand&Retail Health Agtech,Food&Beverage EnergyGenerative AI:Industry Insights&Startup Innovations3 4 5 67 11 15 20 25 29 33 43 48Plug and Plays AI Strategy52Impact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsWho we arePlug and Play

3、 is a global innovation platform headquartered in Sunnyvale,California.We aim to connect startups,corporations,venture capital firms,universities,foundations,and government agencies through various programs and initiatives,including:Corporate Innovation We collaborate with large corporations to help

4、 them innovate by connecting them with relevant startups through equity-free acceleration programs,events,and one-on-one meetings.The goal is for both to collaborate on pilot projects that will bring business opportunities to everyone involved.Venture Capital We operate as one of the most active ven

5、ture capital firms,investing in early-stage startups from pre-seed to Series A.Accelerator Programs We run multiple industry-specific innovation programs in over 60 cities globally.AI Centers of Excellence We are pioneering initiatives dedicated to advancing artificial intelligence innovation across

6、 regions.We bring together startups,corporations,investors,and policymakers to foster collaboration,accelerate AI adoption,and shape the future of intelligent technologies.515+Plug and Play investments in AI Companies55$100M+Valuation44$100M1B Valuation12$1B+Val.Impact of Gen AI on Key Industries:Co

7、rporate Insights&Emerging StartupsArthur Bessieres Principal About the authorsArthur leads Plug and Plays ventures activities in France.He has worked on creating AI strategies for large companies while also investing in promising AI startups.Previously,he was part of the insurtech investments and co

8、rporate activities across EMEA.Arthurs experience includes expanding a California-based startup into South Asia and working at BNP Paribas in Singapore.He also has a consulting background,which helps him understand how AI can fit into a global strategy and transformation for large corporations.Matt

9、Hennigan Principal Matt is a principal in Plug and Plays London office and leads the companys technical analysis of European AI investments.Before joining Plug and Play,Matt was a software engineer at an Investment Bank,building trading and analytics platforms with multi-billion dollar daily trading

10、 volumes.Matt began building applications using AI in 2015 and has gone on to build many different software products using both large language models(LLMs)and convolutional neural networks(CNNs).Salim Laouiti Ventures Associate Salim is a corporate innovation specialist and venture capital professio

11、nal with fintech expertise.As a ventures associate at Plug and Play,he scouts 750+startups annually,securing 15 investments,and leads the BNP Paribas innovation program at Station F,supporting 20+business units.Beyond deal negotiation and due diligence,Salim speaks at industry events and produces st

12、rategic reports on AI,customer experience,and wealth management.Previously,Salim managed financial operations at a startup,advised C-level executives at SAP through market analyses,and co-authored Plug and Plays 2024 Fintech Megatrends and Payment Ecosystem reports.A big thank you to our contributor

13、s:Marjorie Janiewicz from Mistral AI,Pierre Ruhlmann from BNP Paribas,Enrico San Pietro and Filippo Della Casa from Unipol,Aruj Haider from The Crown Estate,Alexandre Girault from Lacoste,Bijoy Sagar from Bayer,Jesus Checa from Bacardi,and Felipe Zaia from CPFL.Impact of Gen AI on Key Industries:Cor

14、porate Insights&Emerging StartupsWhy we have written this reportArtificial intelligence is experiencing rapid advancements that offer tremendous economic growth and innovation potential.In particular,generative AI,which involves large models capable of creating content such as text,images,and videos

15、,has become a key focus for many organizations.The rise of tools like OpenAIs ChatGPT has revolutionized industries by offering transformative capabilities across sectors,including retail,banking,and healthcare.McKinsey estimated that generative AI could generate up to$4.4 trillion annually(1).Despi

16、te this potential,only a small fraction of companies have successfully integrated it into their operations.A significant barrier to broader adoption is organizations difficulty in aligning AI with their existing business models and strategies.Many companies still struggle with foundational issues su

17、ch as data governance,AI infrastructure,and finding and keeping the right talent(2).As a result,even though 62%of business executives anticipate substantial disruption from AI within five years,only 9%of organizations have widely adopted generative AI(3).This gap between potential and practical appl

18、ication highlights the need for a structured approach to AI adoption.This report will focus on providing a comprehensive corporate perspective through insights gathered from 10 companies across several industries,including Enterprise&AI,Fintech,Insurtech,Mobility,Smart Cities,Real Estate&Constructio

19、n,Brand&Retail,Health,Agtech,Food&Beverage,and Energy.Through quotes from executives,we will explore how these organizations are seeing the potential for generative AI to drive innovation,improve operations,and deliver value to their customers.Additionally,we will highlight 10 high-potential startup

20、s per industry that are shaping the future of generative AI in their respective sectors.(1)Source(2)Source (3)Source Note:This report is written by the European Venture team and thus centers on the teams regional perspectives.The featured startups were chosen based on their engagement with Plug and

21、Play EMEA corporate partners and their promising growth potential.Although most of the highlighted startups and quotes are from European companies,the report also includes some international startups to offer a more comprehensive view of the AI landscape.Impact of Gen AI on Key Industries:Corporate

22、Insights&Emerging StartupsThe Impact of AI on EnterpriseAI has already become a transformative force in the enterprise environment.In 2024,we saw a shift in the landscape of enterprise solutions,moving away from pattern-based response and pure generation toward a new paradigm of agentic and reasonin

23、g-based architectures.These architectures allowed AI applications to act more dynamically when interacting with users,creating new workflows and offering increased problem-solving capability.In early 2024,we saw wide adoption across enterprise use cases in areas such as customer support,personalizat

24、ion,sentiment analysis,data analysis,and decision-making.With the new architectures listed above,we are seeing deeper applications of AI that add tangible business value to business units beyond front-line customer interaction.One of the most impactful areas of enterprise applications following thes

25、e architectures has been the abundant number of tools that have been released to support the Software Development Life Cycle(SDLC).AI coding assistants no longer simply generate code that you request in natural language;they follow your changes in real time and monitor and predict the next changes y

26、ou wish to make.In the coming months,we expect to see these tools continue to improve along with a major shift in how applications communicate and share data with one another.The major blockers for truly widespread agentic applications have so far been twofold:Cyber&Data Security Agentic workflows n

27、eed to ensure that data passed between systems is secure,as well as meeting any access management requirements set by the enterprise.A Common Language for Agents Many agentic systems have been built in silos,such that they are not communicating successfully with applications or data outside of their

28、 pre-defined workflows.Many startups and enterprises are working on a universal language or API for agents to interact with each other harmoniously,and this will be a major transformation for what agentic applications will be able to achieve in the future.ENTERPRISE&AIImpact of Gen AI on Key Industr

29、ies:Corporate Insights&Emerging StartupsEnterprise&AIQuote“AI is not just a technological advancement;its a transformative force reshaping the core of large enterprises.By integrating AI,corporations can unlock unprecedented efficiencies,drive innovation,and maintain a competitive edge in todays dyn

30、amic market.At Mistral AI,we are committed to democratizing generative AI,ensuring that businesses have access to secured,open,customizable models and technology that align with their unique needs and infrastructure.”Marjorie Janiewicz Global Head of Revenue&US General Manager at Mistral AIStartup H

31、ighlightsAlinia(ES,2023)Alinia AI specializes in providing solutions for aligning generative AI applications with enterprise needs.Their platform ensures the safe and effective deployment of AI systems by focusing on compliance with ethical,organizational,and legal standards.Alinia emphasizes“AI ali

32、gnment,”a process that helps steer AI systems to adhere to company values,safety policies,and goals.alinia.ai AI GovernanceArchetype(US,2023)Archetype AI develops Newton,an AI model designed to interpret real-world sensor data across industries like manufacturing,automotive,and aviation.By solving t

33、he challenges of fragmented and underused sensor data,they enable enterprises to derive valuable insights from the growing“trillion-sensor economy”.archetypeai.io Multimodal AIImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCogna(UK,2023)Cogna is building a platform that will

34、provide the ability for any business user to create complex applications to solve and automate real business problems without writing a single line of code in minutes.Typically,no code application builders are able(either with or without the use of LLMs and code generation)to produce shiny front-end

35、 applications.The true value in the next phase of no code is the ability to produce complex back-end applications where business logic lives.cogna.co Precision SoftwareCorma(FR,2023)Corma is a vertical AI agent for IT governance,automating the management of software licenses,user identities,and acce

36、ss control.It provides full visibility into applications and user accounts,streamlines onboarding and offboarding,enforces least privilege policies,and optimizes SaaS costs by identifying unused licenses.Corma simplifies IT governance,enhancing efficiency and security for organizations.corma.io IT G

37、overnanceGladia(FR,2022)Gladia is an AI-powered platform that specializes in transforming audio data into actionable insights through advanced transcription and analysis services.Their offerings include both real-time and asynchronous speech-to-text transcription,supporting over 100 languages,along

38、with a suite of audio intelligence features such as sentiment analysis,named entity recognition,and summarization.gladia.io Audio InfrastructureHirundo(IL,2023)Hirundo is an AI optimization and machine unlearning platform that enables organizations to enhance their machine-learning models by identif

39、ying and removing unwanted data without the need for retraining.hirundo.io Data OptimizationImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsInspeq AI(IE,2023)Inspeq AI is a platform dedicated to ensuring responsible and trustworthy AI operations for enterprises.Their solutions

40、 focus on real-time inspection,monitoring,and governance of AI systems,aiming to enhance performance,safety,compliance,and ethical standards throughout the AI lifecycle.inspeq.ai AI ComplianceInterloom(DE,2024)Interloom is an AI-driven process automation software company that helps businesses maximi

41、ze productivity by orchestrating human and machine tasks more effectively.They offer a comprehensive approach to AI automation,including a readiness review,customized execution plan,and early adopter access to help organizations transform their operational processes and unlock new levels of IT Gover

42、nanceLegalfly(BE,2023)LegalFly is an AI-powered platform designed to enhance the efficiency and accuracy of legal professionals by automating various tasks,including contract review,drafting,discovery,and LegalPruna AI(FR,2023)Pruna AI is an AI optimization engineer,lowering computational costs,and

43、decreasing energy consumption.It achieves this throe designed to make machine learning models more efficient by reducing their size,increasing their such techniques such as pruning,quantization,compilation,and batching,which streamline models without compromising their performance.pruna.ai Data Opti

44、mizationFINTECHImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsFintechQuote“AI will have a huge impact on all our customer journeys and employee experiences,being,at the same time,very localized and very diffuse.Very localized to improve and accelerate our processes to better

45、answer to our clients in a more rapid and personalized way.And in addition,very diffuse because it will help our organization and our employees adopt this benefit to gain efficiency and quality on their daily tasks.”Pierre Ruhlmann Chief Operating Officer&Head of Business Solutions at BNP ParibasSta

46、rtup HighlightsArkiFi(US,2023)ArkiFi offers a powerful finance workflow automation tool utilizing generative AI,designed to enhance productivity by eliminating repetitive tasks like manual model building.Its proprietary technology ensures deterministic outputs,avoiding AI hallucinations and increasi

47、ng trust in its results.ArkiFi aims to revolutionize the finance industry,enabling professionals to focus more on strategic thinking and decision-making.The platform supports cross-functional workflows,enhancing speed and accuracy in financial analysis.arkifi.ai Finance Workflow AutomationCashmere A

48、I(US,2023)Cashmere AI is an AI-driven platform designed to optimize client acquisition and engagement,particularly for sectors like wealth management.It identifies and prioritizes prospects most likely to convert using advanced algorithms while enriching profiles with detailed insights from multiple

49、 data sources.Through its centralized Cashmere Portal,users can manage leads,match advisors to prospects,and streamline engagement strategies.The Intelligent Outreach suite further enhances this by automating personalized communications and selecting optimal engagement channels.Seamlessly integratin

50、g with existing tools,Cashmere AI aims to improve efficiency,personalization,and success rates in prospect Client Acquisition&EngagementImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCloud ex Machina(FR,2023)Cloud exMachina is a cloud management platform that utilizes advance

51、d AI to cut cloud costs and reduce environmental impacts.The platform automates the contextualization and allocation of cloud assets,boosting operational efficiency and minimizing manual tasks.CxM stands out in the FinOps space with its advanced remediation capabilities and smooth integration into d

52、evelopers workflows.This integration makes CxM a versatile tool that combines aspects of FinOps,engineering platforms,and DevTools into one unified solution that appeals to both financial officers and developers.cloudexmachina.io Cloud Management&FinOpsFinster AI(UK,2023)Finster AI is a company focu

53、sed on automating financial analysis tasks through AI-driven tools.Their platform is designed to assist financial analysts by handling repetitive tasks while enabling more complex operations like generating comprehensive reports.A key feature of Finsters solution is its approach to solving AI halluc

54、ination issues,especially in finance.They use proprietary data pipelines to ground responses in verified company statements,ensuring users can trust and audit the information.finster.ai Financial Analysis AutomationGreenlite(US,2022)Greenlite is an AI-driven solution designed to help fintech and fin

55、ancial institutions automate compliance tasks,specifically in the areas of anti-money laundering(AML)and know-your-customer(KYC)operations.Their AI agents handle routine tasks like screening alerts,transaction monitoring,customer due diligence,and enhanced due diligence,allowing compliance teams to

56、focus on more complex decisions.By automating these processes,Greenlite helps companies scale their compliance efforts while maintaining high standards.This can lead to significant cost savings,faster onboarding,and more efficient compliance workflows.greenlite.ai ComplianceKalipso(FR,2024)Kalipso i

57、s an AI-driven compliance automation platform designed to simplify and reduce the cost of regulatory compliance for enterprises in regulated industries,starting with financial services.They do that by offering a unified SaaS solution that automatically identifies relevant laws and regulations,detect

58、s compliance gaps,auto-drafts missing policies,manages implementation,and provides real-time regulatory updates.kalipso.ai ComplianceImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsOptionality(CA,2023)Optionality AI offers a generative AI co-pilot designed for private equity,M

59、&A,and financing advisors.Their platform automates key workflows,enabling advisors to generate assessments,pitchbooks,valuations,target lists,buyer lists,teasers,and more up to ten times faster.optionality.ai M&A and PE AdvisorySaturn(UK,2023)Saturn AI provides AI-powered solutions specifically tail

60、ored for independent financial advisors and wealth managers.Their platform focuses on improving operational efficiency by automating administrative tasks,integrating data across systems,and leveraging AI to deliver insights.Their flagship tool,CoPlanner AI,is designed to ensure compliance,accuracy,a

61、nd streamlined workflows,enabling advisors to spend more time with clients and less on manual processes.It also supports paraplanners by accelerating case resolution and helps compliance directors manage risks Wealth Management AutomationTheia Insights(UK,2022)Theia Insights is a deep-tech company s

62、pecializing in foundational AI solutions for the global finance and investment industry.Their core offerings include advanced industry classification,thematic risk models,and portfolio analysis tools.These solutions are designed to enable investors to understand industry dynamics,manage risk,and unc

63、over new investment AI for Finance&InvestmentXaver(DE,2022)Xaver is an AI-powered platform designed for the financial services sector,focusing on enhancing customer engagement and streamlining financial product sales and advisory processes.It offers tools like conversational AI financial advisors th

64、at provide 24/7 support,improving efficiency and personalizing customer interactions.The platform also simplifies onboarding by giving customers instant insights into their financial or pension status,seamlessly transitioning from digital self-service to tailored Customer EngagementINSURTECHImpact o

65、f Gen AI on Key Industries:Corporate Insights&Emerging StartupsInsurtechQuote“The combination of AI and the availability of satellite imagery leads to significant improvements both in property underwriting,for a fine-grain representation of risks,and in post-event analysis,contributing to a faster a

66、nd more informed claims handling process.The power of LLMs enables a visible speed-up in gathering and summarizing information from documents across all core insurance processes.Not to forget loss prevention:We use generative adversarial neural networks to calculate very short-term forecasts of pote

67、ntial severe precipitations and mitigate the effects of such events.”Enrico San Pietro Insurance General Manager at UnipolStartup Highlights7Analytics(NO,2020)7Analytics employs AI to deliver high-precision climate risk data for industries such as insurance,infrastructure,and urban planning.Their pl

68、atform integrates hydrology,geology,and advanced data science to model and predict flood risks with exceptional accuracy.Using AI,they simulate climate scenarios to help organizations adapt to increasing climate unpredictability,enabling proactive decision-making and resilience planning.Generative A

69、I enhances its capability to generate synthetic data for rare climate events,improving risk predictions and insights.With a commitment to sustainability and innovation,7Analytics empowers businesses to address the challenges of a changing climate.7analytics.ai AI for Climate Risk ManagementCalvin Ri

70、sk(CH,2022)Calvin Risk offers a comprehensive platform for AI governance,risk management,and compliance,enabling organizations to deploy artificial intelligence responsibly and safely.Their solution provides a modular framework that includes governance for internal directives and risk evaluations,as

71、 well as automated AI testing between development and deployment.This approach ensures that AI systems are transparent,reliable,and compliant with emerging regulations such as the EU AI Act.By providing real-time insights and proactive risk assessments,Calvin Risk empowers businesses to innovate whi

72、le maintaining the highest standards of safety and compliance.calvin- AI Governance and ComplianceFilippo Della Casa Chief Innovation Officer at Unipol&Chief Executive Officer at LeithImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCatX(UK,2023)CatX delivers a cutting-edge AI

73、platform tailored for reinsurers,brokers,and investors to optimize underwriting and investment decisions.By using proprietary AI models,CatX extracts and processes unstructured submission data,overlays it with enriched datasets,and analyzes risks through custom triaging and scoring.Their technology

74、supports parametric insurance modeling,historical loss tracking,and portfolio optimization,enabling precise evaluation of complex risks.With features like integrated climate impact scenarios,fraud detection,and multilingual support,CatX empowers users to streamline workflows,improve decision-making

75、accuracy,and enhance operational efficiency.The platforms secure,API-compatible architecture integrates seamlessly with policy admin systems and modeling platforms,ensuring scalability and adaptability for the insurance AI for Insurance Risk IntelligenceCelest Science(FR,2023)Celest Science offers a

76、n innovative service that merges advanced AI with physical models to predict climate risks with unprecedented accuracy.Focusing on sub-seasonal to multi-annual high-resolution forecasts,they deliver predictions of water-related risks such as droughts,heatwaves,floods,wildfires,and groundwater deplet

77、ion.Their unique approach bridges a crucial gap in the market by providing actionable insights for businesses,enhancing operational resilience,strategic planning,and supporting sustainability across sectors from agriculture to energy.Led by Columbia University Professor Pierre Gentine and Climate Te

78、ch entrepreneur Lo Lemordant,Celest Science is at the forefront of climate change modeling.celest.science Climate Risk PredictionDeepOpinion(AT,2019)DeepOpinion provides an advanced generative automation platform designed to streamline operations in industries like insurance and financial services.T

79、heir agentic automation solution leverages cutting-edge AI to automate complex tasks such as underwriting,customer support,claims processing,and KYC.Delivering over 90%straight-through processing rates and rapid sub-30-second workflows,the platform significantly reduces operational costs,addresses w

80、orkforce shortages,and enhances efficiency while maintaining accuracy and scalability,enabling enterprises worldwide to achieve transformative digital control.deepopinion.ai Generative AI AutomationImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsLittle John(FR,2024)Little John

81、 enhances insurance brokers independence with advanced AI-driven tools and collective resources.Their platform integrates generative AI to streamline risk placement,compliance,and commission management,featuring an intelligent assistant,search engine,and API integrations.By fostering collaboration,r

82、esource sharing,and collective problem-solving,Little John empowers brokers to address industry challenges,boost productivity,and maintain a competitive edge in an evolving market.little-john.io AI-Powered Insurance BrokerageQantev(FR,2019)Qantev leverages advanced AI to transform health and life in

83、surance operations.Their platform uses AI-powered decision models to automate claims processing,verify policies and coverage,and ensure medical coding consistency.With specialized fraud detection algorithms,contextual OCR tools,and adaptive network management systems,Qantev enhances operational effi

84、ciency,reduces claims costs,and improves data accuracy.Achieving a 75%straight-through processing rate and 10%cost reductions,Qantev sets a new standard for AI-driven claims management in the insurance AI Claims ManagementMarvelX(NL,2024)MarvelX is an AI-powered operational system and agentic platfo

85、rm designed to automate and optimize operations for banks,insurers,and fintechs.Leveraging generative AI,it streamlines workflows,enhances decision-making,and eliminates inefficiencies in key financial processes such as claims management,fraud detection,and compliance.Purpose-built for financial ser

86、vices,MarvelX features a self-learning AI engine that continuously improves through real-world interactions,removing the need for manual retraining.The solution dynamically adapts to financial workflows,ensuring greater accuracy,efficiency,and scalability.Its modular AI assistants integrate seamless

87、ly with legacy systems,enhancing processes without costly infrastructure changes.marvelx.ai AI-Powered Financial OperationsImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsTaktile(DE/US,2020)Taktile provides an AI-powered platform tailored for insurers and financial institution

88、s to optimize decision-making across underwriting,fraud detection,and portfolio management.By leveraging generative AI,Taktile enables teams to create,test,and refine decision logic through low-code tools,eliminating the need for engineering support.For insurance,Taktile supports dynamic pricing,aut

89、omated underwriting,and risk triaging,allowing insurers to personalize policies,enhance fraud prevention,and streamline workflows.Features like real-time debugging,automated rule creation,and seamless integrations empower insurers to adapt quickly to market changes while maintaining control and tran

90、sparency.Trusted globally,Taktile bridges innovation and efficiency to deliver smarter,faster decisions in insurance AI Decisioning PlatformZelros(FR,2016)Zelros offers an AI-driven platform tailored for the insurance industry,now featuring its newly launched 4-in-1 Copilot.This no-code,customizable

91、 solution helps advisors efficiently gather client data for KYC and risk assessments,deliver AI-powered real-time personalized recommendations,provide accurate responses to inquiries with trained LLMs,and automate processes like underwriting through API integration.This new offering enhances efficie

92、ncy,ensures compliance,and elevates customer engagement,enabling insurers to stay competitive and deliver superior service in a rapidly evolving AI CopilotMOBILITYImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsMobilityQuote“AI is very much influencing our way of working.We ha

93、ve not yet completely figured out all the ways in which AI will influence our work processes,but we are now using AI to help us illustrate our ideas faster and more accurately.It is particularly helpful in creating images of abstract concepts before we even start designing.It helps us define our cre

94、ative intention with more clarity”Karim Antoine Habib Executive Vice President of Design,KIAStartup HighlightsAbout:Energy(UK,2021)About:Energy specializes in advanced battery analytics and modeling solutions,empowering automakers and energy storage providers to optimize electric vehicle(EV)battery

95、performance.Their AI-driven platform provides detailed insights into battery health,lifecycle,and energy efficiency,enabling manufacturers to enhance reliability and extend range.By integrating predictive analytics with real-world data,About:Energy supports the development of cutting-edge EV technol

96、ogies and sustainable energy solutions.Their work is crucial in the automotive value chain,addressing key challenges in EV adoption and helping manufacturers meet the demands of a greener future.aboutenergy.io EV Battery OptimizationCertivity(DE,2021)Certivity provides AI-driven tools to simplify an

97、d streamline compliance management for automotive manufacturers and suppliers.Their platform automates the tracking,verification,and reporting of compliance with global regulatory standards,including safety and environmental regulations.By offering real-time insights and predictive analytics,Certivi

98、ty helps organizations reduce risks,avoid penalties,and maintain seamless certification processes.Their technology is essential in the automotive value chain,ensuring that products meet stringent regulatory requirements while accelerating time-to-market for innovative vehicle solutions.certivity.io

99、AI Governance and ComplianceImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCognata(IL,2016)Cognata offers advanced simulation technology for autonomous vehicle development and validation,enabling automakers and Tier 1 suppliers to test and refine their systems in a virtual en

100、vironment.Their AI-powered platform replicates real-world driving conditions with high fidelity,covering diverse scenarios such as urban navigation,highway driving,and adverse weather conditions.By accelerating the testing process and reducing the need for physical trials,Cognata helps companies imp

101、rove safety,efficiency,and time-to-market for autonomous driving solutions.Their simulations play a vital role in the development of robust,reliable,and scalable autonomous vehicle Autonomous Vehicle SimulationEnvisics(UK,2018)Envisics pioneers augmented reality head-up display(AR-HUD)technology,des

102、igned to transform in-vehicle experiences by enhancing driver awareness and safety.Their holographic projection systems provide real-time navigation,hazard warnings,and contextual driving information directly in the drivers line of sight.Focused on premium automotive applications,Envisics collaborat

103、es with leading OEMs to integrate its cutting-edge AR solutions into next-generation vehicles.By reducing driver distraction and improving situational awareness,Envisics is shaping the future of immersive and intelligent automotive Augmented Reality DisplaysNexar(IL,2015)Nexar leverages AI-powered d

104、ashcam technology to create a connected vehicle network that enhances road safety and provides valuable insights for drivers and fleet operators.Their platform integrates smart dashcams with cloud-based data analysis to deliver real-time alerts on road hazards,collisions,and traffic patterns.In the

105、automotive ecosystem,Nexars solutions are pivotal for insurers,fleet managers,and smart city initiatives,offering accident reconstruction,route optimization,and predictive traffic analytics.By turning dashcam footage into actionable data,Nexar drives innovation in automotive safety and operational D

106、ashcam AIImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsSkygrid Engineering(SE,2024)Skygrid Engineering are currently operating in stealth;but are working on decarbonising the AI revolution with a special lens on utilising automotive compute.Skygrid is founded by Leonard Auke

107、a and Ronnie Jansson.Together,they built and led the central AI and Machine Learning teams at Volvo Cars.They designed and managed AI infrastructure at scale,pushing the boundaries of whats possible in the automotive industry.Their combined expertise in artificial intelligence,systems engineering,an

108、d research will now be applied to decarbonize the AI revolution.skygrid.ai AI DecarbonisationSkaiVision(US,2021)SkaiVision provides advanced computer vision solutions to revolutionize the automotive dealership experience.Their AI-powered platform delivers real-time analytics for applications such as

109、 vehicle inventory tracking,customer engagement monitoring,and showroom optimization.By automating visual data processing,SkaiVision helps dealerships enhance operational efficiency,improve customer interactions,and streamline sales processes.Their technology ensures that dealerships can stay ahead

110、in a competitive market by leveraging actionable insights to drive better decision-making and improve AI D AI VisionSteerlight(FR,2022)Steerlight develops a new generation of LiDARs,which are key three-dimensional vision optical sensors to ensure the safety and efficiency of autonomous mobile vehicl

111、es and robotic systems.Steerlight will bring to the market a technological breakthrough with a Frequency Modulated Continuous Wave(FMCW)LiDAR that is fully integrated thanks to Silicon photonics.This disruptive miniature and scalable LiDAR will contribute to making many devices smarter and safer for

112、 wide application usages beyond cars and robotics markets,such as services,homes,or even consumer electronics.Impact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsWayve(UK,2017)Wayve is redefining autonomous driving with its innovative approach to self-driving technology,relying on

113、 end-to-end machine learning rather than traditional rule-based systems.Their AI platform uses deep reinforcement learning to teach vehicles how to navigate complex urban environments with minimal human intervention.Focused on scalability and adaptability,Wayve partners with automotive manufacturers

114、 and fleet operators to accelerate the deployment of autonomous vehicles.By simplifying the integration process and enabling rapid learning across diverse geographies,Wayve aims to make autonomous driving accessible and efficient for a global audience.wayve.ai Autonomous DrivingXavveo(DE,2023)Xavveo

115、 is a technology company that specializes in developing a network of radar sensors to enable cars and trucks to drive autonomously.Their state-of-the-art technology enables faster,smoother,and safer driving experiences.They also offer factory automation solutions and healthcare solutions that improv

116、e patient monitoring.Using Xavveos sensors,companies will be able to receive high-quality images even under extreme weather conditions due to the optically distributed radar sensors that Xavveo Distributed RadarSMART CITIES,REAL ESTATE&CONSTRUCTIONImpact of Gen AI on Key Industries:Corporate Insight

117、s&Emerging StartupsSmart Cities,Real Estate&ConstructionQuote“AI presents an exciting opportunity for the real estate industry because,at its core,it is about people.It has the potential to reimagine how we experience spaces making them more intuitive,accessible,and responsive to evolving needs.AI c

118、an remove friction from everyday interactions,enabling deeper connections between people and the places they inhabit.At The Crown Estate,AI is seen as a powerful accelerator enhancing productivity,enriching experiences,and unlocking opportunities that drive meaningful change.While its immediate impa

119、ct lies in optimizing operations and improving efficiencies,the longer-term potential is even more significant.AI can help shape a future where sustainability,well-being,and innovation come together to create thriving,dynamic environments.What is truly exciting about AI is its ability to serve as a

120、catalyst for change enabling the creation of spaces that are not just functional but also inspiring,inclusive,and sustainable.Startup HighlightsArchiLabs(US,2024)ArchiLabs is developing an AI-powered co-pilot designed to enhance architectural workflows.Their platform integrates with existing compute

121、r-aided design(CAD)tools,enabling architects to automate repetitive tasks through simple AI prompts.By inputting requests into a chat interface,the AI generates and executes transaction-safe Python scripts,streamlining processes and allowing architects to focus more on creative aspects of design.arc

122、hilabs.ai Architect Co-PilotDistance Technologies(FL,2024)Distance Technologies is pioneering the worlds first glasses-free extended reality(XR)solution,transforming transparent surfaces into immersive 3D light fields without the need for headsets or wearables.Their technology seamlessly integrates

123、synthetic and real-world visuals,offering applications in the automotive,aerospace,and smart cities sectors.By enabling real-time,contextual AI experiences directly on surfaces like windshields and cockpit windows,Distance enhances situational awareness and user interaction.distance.tech Glasses-Fre

124、e XRAruj Haider Head of Digital Emerging Technology&Innovation,The Crown EstateImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsInspectMind AI(US,2024)InspectMind AI is designed to automate the creation of construction inspection reports using advanced artificial intelligence t

125、echnology.By processing voice notes and visual data such as photos and videos captured during site visits,it generates detailed and accurate reports,significantly reducing the time and effort traditionally required for manual report writing.inspectmind.ai Inspection AutomationJoe AI(FR,2024)Joe AI p

126、rovides AI-driven automation solutions for the real estate sector,streamlining client and prospect interactions.Their services include chatbots,email management,call automation,and real-time WhatsApp and SMS communication,ensuring seamless 24/7 support.By integrating AI,Joe AI enhances customer sati

127、sfaction and optimizes operational efficiency for real estate professionals.getjoe- Conversational AIMapMortar(UK,2022)MapMortar provides AI-powered tools for planning and implementing energy-efficient retrofits in real estate portfolios.Their platform utilizes virtual modeling and advanced data ana

128、lytics to help property owners achieve net-zero carbon targets while minimizing costs and environmental impact.By streamlining the decarbonization process,MapMortar empowers businesses to create sustainable and efficient building environments,playing a critical role in addressing climate change and

129、energy challenges.mapmortar.io Building Decarbonization AIPersium(UK,2023)Persium is a British technology company specializing in advanced air quality monitoring solutions for both indoor and outdoor environments.Their comprehensive system combines customizable IoT sensors,known as Persium Pods,with

130、 sophisticated digital twinning software to collect,model,and analyze air pollution data in real time.By providing detailed insights into environmental conditions,Persium enables governments,businesses,and local communities to implement effective pollution mitigation strategies,contributing to the d

131、evelopment of smarter,cleaner,and healthier cities.persium.co.uk Air Quality Monitoring AIImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsRealiste(AE,2023)Realiste is an AI-powered real estate investment platform that simplifies property investment across 132 cities worldwide.

132、Their platform utilizes advanced AI algorithms to analyze various data points,including property prices,market trends,neighborhood statistics,and economic indicators,providing users with data-driven insights and accurate investment recommendations.realiste.ai InvestmentSurfaice(US,2022)Surfaice is a

133、 company that develops AI-driven software to automate and streamline various tasks in construction project management.Their platform enhances budget estimation precision,analyzes past errors,and leverages insights from industry playbooks to optimize project outcomes.surfaice.pro Construction Automat

134、ionSylvera(UK,2020)Sylvera specializes in AI-driven carbon credit ratings,providing comprehensive data and insights to bring greater transparency and trust to carbon markets.Their platform evaluates the quality and performance of carbon offset projects,enabling businesses and governments to make inf

135、ormed decisions in their sustainability efforts.By offering detailed analyses and continuous monitoring,Sylvera helps clients manage risks and achieve their net-zero commitments more Building Decarbonization AIWindBorne Systems(US,2019)WindBorne Systems specializes in advanced atmospheric data colle

136、ction and AI-driven weather forecasting.They design,build,and operate a constellation of long-duration smart weather balloons capable of capturing in-situ atmospheric profiles globally,including over oceans and remote areas.Their technology provides novel,high-resolution data that enhances weather f

137、orecasts,benefiting sectors such as agriculture,logistics,and disaster management.By offering up to 250 times more data per dollar,WindBornes solutions are cost-effective and scalable,contributing significantly to improved climate adaptation Atmospheric Data CollectionBRAND&RETAILImpact of Gen AI on

138、 Key Industries:Corporate Insights&Emerging StartupsBrand&RetailQuote“AI globally has seen steadily increasing usage across the value chain,driving automation,offering data-driven insights,and personalizing customer experiences across all touchpoints with examples like AI-driven product recommendati

139、ons and targeted ads.It also can optimize supply chains and inventory management,help with translations(gen AI,too),fraud detection and cybersecurity,and so on.Generative AI now broadens possibilities by mimicking human creativity.From our current tests and implementations,two main impacts stand out

140、:(1)Content generation from text and marketing assets like images,videos,and sound,requiring us to rethink processes while boosting speed and agility.(2)Rapid access to information,from internal knowledge bases to more interactive,personalized customer interactions via virtual assistants.”Alexandre

141、Girault Head of Innovation at LacosteStartup HighlightsActionable(FR,2024)Actionable provides real-time insights to help businesses manage customer experiences,make informed decisions,and optimize operations.By predicting individual client satisfaction levels,the company enables organizations to ide

142、ntify upselling opportunities and address potential issues proactively.actionable.live Customer SatisfactionBlokID(SG,2024)BlokID specializes in real-time digital advertising auditing,providing businesses with tools to monitor and verify their ad expenditures across platforms like Google and Meta.Th

143、eir AI-driven ad payment audit agent offers continuous auditing to detect discrepancies,ensuring that advertisers are accurately charged and can optimize their ad spend effectively.bodyguard.ai Ad AuditingImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsBodyguard(FR,2018)Bodygu

144、ard is an AI-driven content moderation solution designed to protect online communities from toxic and undesirable content across various platforms,including social networks and proprietary spaces like websites and apps.bodyguard.ai Content ModerationCocomo(US,2023)Cocomo is an AI-powered marketing o

145、ptimization company that enhances paid media campaigns by automatically adjusting budgets,bids,audiences,keywords,and creative elements across various channels.Their platform integrates seamlessly with existing marketing setups,providing continuous,real-time optimizations to improve return on ad spe

146、nd(ROAS)by 10-100%.cocomo.ai Marketing OptimizationGleef(FR,2024)Gleef enables businesses to conduct A/B testing on website text elements such as headlines,call-to-action buttons,and product descriptions without requiring coding skills.By allowing users to create,preview,launch,and monitor experimen

147、ts directly on their websites,Gleef helps identify the most effective wording to enhance user engagement and boost conversion rates.gleef.eu Copy OptimizationHang(US,2021)Hang is a customer relationship platform that enables brands to create personalized and immersive loyalty programs across various

148、 channels.The platform unifies customer data in real time,allowing for AI-driven personalized rewards and promotions.Features include paid memberships,programmatic promotions,online ordering solutions,and community engagement tools such as raffles and Reward&LoyaltyImpact of Gen AI on Key Industries

149、:Corporate Insights&Emerging StartupsK-words(FR,2024)K-words is a platform that decentralizes search advertising from traditional search engines and brings it directly to the open web.It allows brands to sponsor specific words within high-quality publisher content.This approach provides businesses w

150、ith greater control,transparency,and efficiency in their advertising strategies.k-words.io Contextual Search AdvertisingOptiversal(US,2021)Optiversal is an AI-driven platform that helps e-commerce businesses boost traffic,revenue,and brand presence by creating high-quality content at scale.Their ser

151、vices include generating keyword-optimized landing pages,product descriptions,and marketing materials like blogs and buying Content GenerationRaspberryAI(US,2022)Raspberry AI is a generative AI platform tailored for the fashion industry,assisting designers in creating and visualizing styles with pre

152、cision.The platform offers a comprehensive suite of tools,including sketch-to-render capabilities,image mixing,precise editing,infinite colorways,technical drawings,lifestyle photography,seamless prints,background generation,and 3D avatar to photorealism Fashion DesignVeeton(FR,2023)Veeton enables b

153、rands to produce a diverse range of high-quality on-model photos using only packshot images,eliminating the need for traditional photo shoots.This approach significantly reduces production costs up to ten times lower than conventional methods and accelerates the digitization of retail chains.veeton.

154、co Reward&LoyaltyHEALTHImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsHealthQuote“We believe that AI will have a transformative impact across all the core value processes.The most immediate impact will be on accelerating the clinical development process by improving patient s

155、election,trial management,and time to market.Longer term,the greatest impact will be in speeding up the discovery and early development processes,enabling us to safely and efficaciously develop and design drugs for unmet needs at a rate not possible today.AI enhances the ability to solve complex pro

156、blems like protein folding,allowing the identification of viable drug candidates more efficiently.AI will also help with complex searches of existing knowledge to identify drug interactions and speed up regulatory submissions.”Bijoy Sagar Global CIO&Digital Transformation Officer at BayerStartup Hig

157、hlightsAnathem(UK,2023)Anathem is an AI-powered solution designed to optimize mental health care workflows by automating administrative tasks such as documentation,triage,and data collection.It helps clinicians save time and improve efficiency by processing patient assessments,generating personalize

158、d templates,and ensuring accurate coding(e.g.,DSM-5,SNOMED).With AI-driven automation,Anathem reduces paperwork,streamlines referrals,and highlights key risk factors.The platform supports various mental health conditions,integrates with existing EHR systems,and prioritizes safety and accuracy throug

159、h explainable AI and continuous feedback.Available for individual practitioners,private clinics,and NHS providers,Anathem enhances clinical productivity and improves patient care.anathem.ai Healthcare Workflow AutomationImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsBioptimus

160、(FR,2024)Bioptimus is revolutionizing biological research with its universal AI foundation model,designed to drive breakthrough discoveries across biomedicine and beyond.By addressing the limitations of siloed biological studies,Bioptimus integrates data across scales from molecules to organisms and

161、 modalities such as imaging and genetics.This holistic approach enables researchers to simulate biology,predict disease outcomes,and design therapies with precision.Bioptimus is unlocking transformative potential across industries,from pharmaceuticals to biotechnology.Its advanced AI platform empowe

162、rs researchers to tackle complex challenges,fostering innovative solutions in health and Biological ResearchBiorce(ES,2024)Biorce is revolutionizing the clinical trial process with its end-to-end platform that streamlines recruitment,protocol development,and site/study feasibility.Their flagship pro

163、duct,Jarvis,is a clinical AI assistant that uses NLP and machine learning to help patients,doctors,and the pharmaceutical industry match patients to clinical trials.The platform also offers future tools like Mark for protocol development,which predicts success probabilities and optimizes clinical tr

164、ial planning,and Friday for feasibility,which evaluates the success of research sites and suggests improvements.By harnessing AI,Biorce reduces the time and cost of drug development by over 50%,improving efficiencies across the Clinical TrialsAxiom Therapeutics(UK,2024)Axiom Therapeutics is pioneeri

165、ng AI-powered covalent drug discovery,specifically targeting untreatable cancers.With 85%of cancer-causing proteins deemed“undruggable,”Axiom is leveraging machine learning and quantum simulations to model and design covalent drugs that interact with these hard-to-target proteins.Their platform acce

166、lerates the screening of millions of chemical compounds,ensuring optimal drug candidates with high affinity and minimal off-target reactivity,addressing a significant safety concern in drug development.Axioms AI-driven platform has the potential to revolutionize oncology treatments,unlocking vast op

167、portunities in the$250 billion oncology market.axiom- Drug DiscoveryImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCardiatec Biosciences(UK,2022)CardiaTec is a TechBio company leveraging large multi-omics datasets and AI to tackle complex cardiovascular diseases.By building t

168、he worlds first and largest proprietary multi-omics dataset from human cardiac tissues,CardiaTec enables rapid data generation and deep insights into disease biology.Using a combination of multi-layer network analysis and machine learning models,CardiaTec predicts novel drug targets and explores the

169、ir interaction within disease pathways.Their innovative approach,combining multi-omics technologies and AI,accelerates the discovery of differentiated therapeutics,enhancing drug target prediction and advancing cardiovascular research.cardiatec.ai Cardiovascular ResearchDeepLife(FR,2019)DeepLife is

170、pioneering drug discovery with its gen AI platform,which is described as a“Google Maps of cells.”This platform creates“digital twins”of cells,enabling pharmaceutical companies to simulate cellular behavior and repurpose existing drugs for new conditions.By integrating multi-omics data,AI,and systems

171、 engineering,DeepLife identifies molecular triggers to restore diseased cells to a healthy state.Focused on autoimmune and neurodegenerative diseases,the technology accelerates drug discovery and enhances precision,offering a groundbreaking approach to repurposing treatments and improving research e

172、fficiency.deeplife.co AI in Drug Discovery,Gen AI for Cell SimulationRGrid(UK,2020)RGrid is a SaaS platform designed to automate and streamline the entire clinical trial lifecycle,from participant recruitment to post-trial analysis.By leveraging AI and machine learning,RGrid optimizes data capture,i

173、mproves administrative workflows,and enables diverse patient recruitment,addressing key inefficiencies in clinical trials.Its products,Inclusive and RGrid,utilize AI-driven automation to manage trial processes,improve stakeholder engagement,and ensure diverse,scalable participation.This approach enh

174、ances trial efficiency,reduces costs,and accelerates timelines,aligning with the increasing role of AI in the life sciences to drive more inclusive,effective,and faster research outcomes.rgrid.tech Clinical TrialsImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsSpike API(LT/US,

175、2022)Spike offers a unified API for health data from over 300 wearables and IoT devices,providing real-time,raw,and structured data with AI/ML services to make it actionable.It supports seamless integration,handling provider API upgrades,sensor releases,and version control while prioritizing data pr

176、ivacy by not storing user data.Used widely in cardio health,Spike complies with regulatory guidelines,processing billions of data points for healthcare providers.It also integrates gen AI for the textual analysis and interpretation of health observations,automating insights extraction from patient d

177、ata to enhance decision-making in Health Data APITracer Bio(UK,2022)Tracer Bio leverages AI-driven observability to monitor and optimize high-performance computing(HPC)environments,specifically within the life sciences sector.Using advanced machine learning models and real-time monitoring tools,it d

178、etects and resolves errors in complex bioinformatics workflows.By analyzing system-level data through AI,Tracer Bio enables researchers and institutions to manage vast datasets more effectively,improve computational performance,and reduce downtime.This is particularly crucial for drug discovery,geno

179、mics,and precision medicine,where optimizing the efficiency and reliability of workflows can significantly accelerate scientific advancements and enhance AIs role in healthcare innovation.tracer.bio Bioinformatics OptimizationVara.ai(DE,2018)Vara transforms breast cancer screening with its advanced

180、AI-powered workflow platform,seamlessly integrating into radiologists processes while improving their overall experience.Recognizing the critical role of artificial intelligence in the future of cancer detection,Vara delivers both superior AI and a streamlined experience for healthcare professionals

181、.By combining state-of-the-art technology with the expertise of leading physicians,Vara ensures reliable,safe,and accessible breast cancer screening.Their clinically validated platform enhances cancer detection rates,minimizes unnecessary recalls,and optimizes radiologists workloads,delivering bette

182、r outcomes for patients,healthcare systems,and radiologists alike.vara.ai Cancer ScreeningAGTECH,FOOD&BEVERAGEImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsAgtech,Food&BeverageQuote“In CPG/F&B,I see four areas significantly impacted by AI and gen AI:marketing and content,ins

183、ights and product innovation,sales and automation.Especially for the first two,I see a big opportunity for corporates to re-design their content processes enabled by gen AI,unlock big productivity gains,and adapt faster to ad-hoc brand activation opportunities,which is also true for new generation i

184、nsights and augmented product innovation processes.”Jesus Checa Strategy&Innovation Director at BacardiStartup HighlightsAI Bobby(FR,2023)AI Bobby is revolutionizing protein research and development in the food and feed industries with its advanced neural AI technology.By automating and enhancing th

185、e R&D process,AI Bobby accelerates the transition towards sustainable and efficient protein solutions,surpassing traditional methods.Their platform enables rapid design and optimization of protein structures,allowing manufacturers to create innovative,high-quality protein-based products.Embrace the

186、future of protein R&D with AI Bobby and step into an era of innovation designed to meet tomorrows needs today.ai- AI-Powered Protein R&DCradle(CH,2022)Cradle is a pioneering biotechnology company focused on advancing protein engineering through AI-driven technology.Their platform leverages machine l

187、earning to streamline the design of improved variants of target protein sequences,enabling faster and more efficient protein engineering processes.With just a few clicks,Cradles platform allows researchers to create highly optimized protein sequences,which can lead to breakthroughs in drug developme

188、nt,food production,and other biotechnological applications.In November 2024,Cradle raised 69.5 million in a Series B funding round led by IVP to accelerate the development and scaling of their AI-powered solutions,setting the stage for further innovations in the field of protein engineering.cradle.b

189、io AI-Powered Protein EngineeringImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsFinres(FR,2019)Finres is a science-based financial startup that leverages artificial intelligence,big data,and scientific research to enhance resilience in food systems affected by climate change.

190、Their platform integrates climate science data,advanced agroeconomic modeling,and adaptation strategies to assist farmers and financial institutions in understanding and mitigating physical climate risks.By providing insights into current and future climate conditions,Finres supports informed decisi

191、on-making,enabling stakeholders to prioritize investments and enhance resilience against climate change.Their tools utilize advanced machine learning and artificial intelligence to process meteorological observations,climate projections,agronomic parameters,and yield data,offering localized and acti

192、onable insights.Their mission is to make climate risk and adaptation opportunities widely accessible,transforming the agricultural sectors capacity to prepare for and protect against climate change.finres.org AI-Driven Agricultural ResilienceGaius AI(DE,2024)Gaius AI has developed the first AI platf

193、orm that innovates throughout the entire extrusion process,setting a new standard for smart,sustainable food manufacturing.Their Smart Extrusion technology reduces raw ingredient food waste,decreases long manufacturing setup times,increases machine capacity,and eliminates manual operation.By integra

194、ting AI into extrusion machines,Gaius AI enhances production accuracy and efficiency,paving the way for a more sustainable and accessible future in food production.The company connects experienced extrusion engineers with leading data scientists and experts in computational biology,blending food sci

195、ence with data science to turn machine learning into AI-powered mass food production.gaius- AI in Food ManufacturingHoxton Farms(UK,2020)Hoxton Farms utilizes AI to revolutionize cultivated fat production for meat alternatives.Their AI models simulate and optimize cell growth conditions,predicting i

196、deal bioreactor parameters to enhance yield,reduce production costs,and ensure scalability.By integrating deep learning and generative models,they create synthetic datasets to refine fat composition,mimicking the texture and mouthfeel of traditional animal fat.This AI-driven approach accelerates R&D

197、,enabling precise formulation adjustments that improve consistency and commercial viability,making cultivated fat a breakthrough ingredient in next-generation alternative AI-Driven Cultivated Fat ProductionImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsNew Wave Biotech(UK,202

198、2)New Wave Biotech specializes in AI-powered bioprocess simulation software designed to accelerate the development and scaling of sustainable biomanufacturing processes.Their platform offers AI-driven process simulation,techno-economic analysis,and dynamic analysis tools,enabling innovators to desig

199、n smarter,commercialize quicker,and scale greener.By providing insights into process optimization and cost-effectiveness,New Wave Biotech empowers companies to make informed decisions,enhancing efficiency and sustainability in biomanufacturing.In December 2024,the company secured 1.2 million in fund

200、ing to expand its AI bioprocess simulation platform,underscoring investor confidence in its mission to transform biomanufacturing through advanced AI-Driven Bioprocess SimulationPlanetary(Switzerland,2021)Planetary leverages AI and advanced sensing technology to optimize large-scale biomanufacturing

201、.Their proprietary BioBlocks fermentation platform integrates real-time data analytics with AI-driven process control,enabling precise monitoring and adjustment of microbial fermentation.By using machine learning algorithms,Planetary enhances yield efficiency,minimizes resource consumption,and accel

202、erates production scalability.Their AI-powered models analyze vast datasets to predict optimal fermentation conditions,reducing variability and improving process consistency.This approach ensures cost-effective and sustainable bioproduction,revolutionizing industrial fermentation for food,pharma,and

203、 material sciences.planetarygroup.ch AI-Driven BiomanufacturingImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsTorg(DE,2022)Torg leverages AI-driven matchmaking algorithms to optimize sourcing in the food and beverage industry.Their platform employs natural language processing

204、(NLP)and machine learning to analyze product specifications,pricing trends,and buyer preferences,enabling automated supplier recommendations.AI-powered predictive analytics assess market conditions and forecast demand,allowing buyers to make data-driven purchasing decisions.The system also utilizes

205、computer vision to verify supplier authenticity and optimize quality control.By integrating AI-enhanced negotiation tools,Torg streamlines contract finalization,ensuring faster and more cost-effective procurement for retailers and AI-Powered Food&Beverage Sourcing PlatformSpore.Bio(FR,2023)Spore.Bio

206、 have developed an innovative device that employs AI-powered spectral analysis to detect harmful microbes in real time within food processing facilities.This advancement significantly reduces the time and cost associated with traditional microbiological testing methods,enhancing safety and efficienc

207、y in the food,beverage,pharmaceutical,and cosmetic manufacturing sectors.By leveraging AI,Spore.Bio enables manufacturers to proactively manage product safety,ensuring that potential contaminants are identified and addressed promptly,thereby safeguarding consumers and minimizing the risk of costly p

208、roduct recalls.spore.bio Instant MicrobiologyENERGYImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsEnergyQuote“With its innovative capabilities,gen AI in our sector has the capability to create new solutions to longstanding challenges.In a first moment,we are focusing on using

209、 gen AI on internal tools to improve our daily work efficiency,but there are also processes where its impact will likely be the most transformative:Predictive maintenance and asset management(grid and generation assets gen AI models to predict equipment failures and optimize maintenance schedules),o

210、perational safety(integrate gen AI into field operations can improve the ability to predict risks,simulate hazardous scenarios and automate safety protocols)and customer service(chatbots and virtual assistants powered by gen AI can reduce response times and provide tailored answers).”Felipe Zaia Dir

211、ector of Business Excellence at CPFLStartup HighlightsAtomic Canyon(US,2023)Atomic Canyon is a company that leverages advanced artificial intelligence to modernize operations within the nuclear energy sector.Their primary focus is on enhancing data management,improving efficiency,and streamlining wo

212、rkflows in nuclear facilities.atomic- Knowledge ManagementClimatiq(DE,2021)Climatiq provides an embedded carbon intelligence solution that enables developers to automate greenhouse gas(GHG)emission calculations based on verified scientific models.Their suite of products includes the largest dataset

213、of emission factors and intelligent APIs that integrate with any software platform for real-time monitoring of greenhouse gas emissions.climatiq.io Carbon IntelligenceImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCo2 AI(FR,2022)CO2 AI is a sustainability action platform that

214、 assists large and complex organizations in measuring their environmental impact,identifying effective reduction strategies,and achieving decarbonization at scale through the use of artificial Carbon ManagementCoolgradient(NL,2023)Coolgradient is an AI-powered software company specializing in optimi

215、zing data center operations to enhance efficiency,reliability,and sustainability.Their platform analyzes existing data center infrastructure without the need for additional hardware,providing actionable recommendations to improve AI in Food ManufacturingCrusoe AI(US,2018)Crusoe is a vertically integ

216、rated AI infrastructure company that combines large-scale clean energy generation with custom-built data centers to provide sustainable,high-performance computing solutions for advanced AI workloads.crusoe.ai Clean Energy AI CloudEtalytics(DE,2020)Etalytics specializes in AI-driven energy management

217、 solutions aimed at enhancing efficiency and sustainability across various industries.Their flagship platform,etaONE,enables clients to structure,visualize,analyze,and optimize their energy systems,leading to reduced CO emissions and energy Energy OptimizationImpact of Gen AI on Key Industries:Corpo

218、rate Insights&Emerging StartupsFlexAI(FR,2023)FlexAI is a company that provides on-demand AI compute services,enabling developers to run AI workloads across various hardware architectures without modifying their code.Their platform optimizes the use of available computing resources,enhancing efficie

219、ncy and reducing energy consumption.flex.ai Universal AI ComputeSuena(DE,2021)Suena provides AI-driven optimization and trading services for large-scale battery storage and renewable energy assets.Their flagship product,the“suena Autopilot,”utilizes advanced forecasting,optimization,and algorithmic

220、trading techniques to maximize efficiency and profitability in electricity and balancing markets.suena.energy Energy OptimizationVerse(US,2022)Verse is an enterprise energy management company that offers a software platform called Aria.Aria leverages advanced data science and generative AI to help o

221、rganizations reduce electricity costs and scope 2 emissions by planning,procuring,and managing optimal portfolios of clean energy assets.verse.inc Energy OptimizationVind AI(NO,2022)Vind AI is an AI-powered online platform that streamlines the design and planning of wind energy projects.Their platfo

222、rm assists in the early stages of wind project development,including screening,conceptual design,and pre-feed phases.It enables users to efficiently analyze and compare various scenarios and business cases,such as park layouts,turbine placements,electrical systems,foundations,and mooring setups.vind

223、.ai Wind Energy OptimizationPLUG AND PLAYS AI STRATEGYImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsAs we discussed in the beginning of this report,over the last couple of years,AI has been experiencing rapid advancements,especially with the rise of generative AI.This surge

224、has created unprecedented opportunities for innovation,operational efficiency,and long-term strategic advantages across industries.However,many organizations still face significant challenges in adopting AI technologies effectively and staying connected to cutting-edge developments beyond their imme

225、diate markets and sectors.At Plug and Play,we recognize these challenges through our network of 550+corporate partners,government entities,universities,and venture capital firms.To address this,we have embarked on a mission to establish AI Centers of Excellence worldwide.These centers leverage a glo

226、bal network of hubs,regional industries,and university partnerships to provide access to prominent AI startups,research,talent,and scalable AI investment strategies.By bridging startups,corporates,and academia;our Centers of Excellence serve as catalysts for AI-driven transformation,ensuring that en

227、terprises can harness AIs full potential in a rapidly evolving landscape.Plug and Plays AI StrategyImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsAn AI Center of Excellence(AI CoE)is a strategic hub that brings together corporations,public sector stakeholders,universities,and

228、 foundations to drive AI adoption,innovation,and workforce development.These centers provide a structured program to help organizations integrate AI into their strategies,offering tailored support through accelerator programs,AI literacy initiatives,and partnership opportunities.By leveraging a glob

229、al communal network,AI Centers of Excellence are able to bridge local innovation with international opportunities,positioning regions as competitive AI leaders while fostering economic growth and technological advancement.What is an AI Center of Excellence?As the largest innovation platform,we have

230、already launched two AI Centers of Excellence and aim to launch several more in 2025.With these,we have the mission to create ecosystems that foster and bridge innovation,attract talent,and drive global economic development.Plug and Plays InitiativesSan Jose,California We have partnered with Pacific

231、 Gas and Electric Company(PG&E),Knight Foundation,the City of San Jose,Glean,Turing,KPMG LLP,San Jose State University,and U.S.Bank to launch an AI Center of Excellence in San Jose,California.The new center in San Jose will boost the local economy by fostering innovation and talent in Silicon Valley

232、.It will support applied AI startups through an accelerator program,display real-world applications in an AI Exhibit,and inspire future entrepreneurs with a learning center,bringing together local organizations to drive impactful solutions.Seattle,Washington This new collaboration between Plug and P

233、lay,SBI,SNBL,and the University of Washington will provide startups with capital and access to a unique blend of corporate innovation resources,strategic advisory services,and a wide network of industry leaders across key sectors.These resources are expected to amplify the value and growth of portfo

234、lio companies in the SBI US Gateway Fund,setting a strong foundation for sustainable innovation and development.Video:Launch of San Jose AI Center of ExcellenceImpact of Gen AI on Key Industries:Corporate Insights&Emerging StartupsCorporations partnering with an AI CoE can unlock significant benefit

235、s:1/Strategic Alignment:Align AI initiatives with business objectives,ensuring investments deliver measurable value.Identify and prioritize high-impact use cases to maximize ROI.2/Talent Development:Upskill employees with cutting-edge AI knowledge and tools,fostering a culture of innovation.Enhance

236、workforce readiness for AI-driven transformations.3/Innovation Acceleration:Access to established cutting-edge AI startups,co-development opportunities,and corporate innovation.Experiment with new technologies in a low-risk,high-support environment.4/Enhanced Decision-Making:Leverage AI for data-dri

237、ven insights,improving operational efficiency and customer experiences.Implement advanced tools for automation,prediction,and personalization.5/Scalability&Sustainability:Build the infrastructure needed to scale AI initiatives across the organization.Incorporate sustainability goals into AI projects

238、,addressing environmental and societal impacts.The Value of an AI Center of Excellence for CorporationsConclusionThe AI Center of Excellence is not just a concept;it is a catalyst for change.By providing corporations with the tools,strategies,and partnerships needed to navigate the complexities of A

239、I adoption,our objective is to shape the future of technology and business.As organizations embrace this,they stand to gain not only in terms of efficiency and innovation but also in their ability to lead in an increasingly AI-driven world.Impact of Gen AI on Key Industries:Corporate Insights&Emergi

240、ng SArthur Bessieres Principal AuthorsMatt Hennigan Principal Salim Laouiti Ventures Associate Thank you for reading!The worlds leading innovation platform.Plug and Play is a global innovation platform that helps connect startups,corporations,VCs,universities,and governments to help solve their greatest challenges.Our platform simultaneously operates as a venture fund and robust startup ecosystem.Contact us today