1、From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.From clicks to conversations Intelligence Data Fusion Fueled by AI Ag

2、entsFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.Saab ABJonas Lindgren Software Product Lead and driver AI initiat

3、ivesSaab ABChristian Ehrenstrm RoosSoftware DeveloperNVIDIAAlexander YoungSolution ArchitectFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB

4、 prior written consent.NVIDIA and SaabTwo Proof-Of-Concepts(POC)POC Signal Processing Accelerating high performance signal processing using GPU/CUDA S71459POC Large Language ModelsFrom clicks to conversations Intelligence Data Fusion Fueled AI Agents S71460From clicks to conversations Intelligence D

5、ata Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.A proof-of-concept using NVIDIA technologyHow can an Intelligence platform be powered by a Large Language Model?

6、New teamNew technologyLimited timeIntelligence platformSupported by NVIDIA guidanceFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior wr

7、itten consent.Key takeawaysHow generative AI impacts user interface designInsights about and challenges developing agent-based systems How generative AI will change the way we interact with dataMassive Data FusionShip Transponder DataNVIDIA NIM AnswersQuestions From clicks to conversations Intellige

8、nce Data Fusion Fueled AI AgentsFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.Saab Massive Data Fusion PlatformSour

9、ceActive SensorsPassive SensorsSatelliteOpen source dataMassive Data FusionBuilding knowledge over time!From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered wit

10、hout Saab AB prior written consent.Massive Data FusionThe graphical user interfaceFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior wri

11、tten consent.Data Lake houseGraphical User InterfaceServiceServiceServiceServiceAdvanced AnalyticsKubernetes/DockerAI-AgentSaab Massive Data Fusion PlatformMicroservice architectureFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained he

12、rein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.9Please,show me ships that stopped longer than 30 min outside coastline X over the past six months?From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsA user scenarioF

13、ictional storyThinkingWe retrieved 432 ships in this area,what should we do next?Thanks,has any of these vessels been anchoring in a port in country Y?ThinkingWe filtered the 432 ships down to 2 ships with ID 234 5443 and ID 455 234.This document and the information contained herein is the property

14、of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB

15、prior written consent.AI The Third User Interaction ParadigmNielsen,Jakob.June 18,2023.AI:First New UI Paradigm in 60 YearsParadigm 1Batch processingParadigm 2Command-BasedInteractionParadigm 3Intent-BasedOutcome SpecificationFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsT

16、his document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.Key aspectsHuman-AI teaming and level of human involvementTrustworthy AI Reliability Accountability TransparencyUser Centric Design AI brings a

17、 new landscapeMassive Data FusionQuestionsAnswerWorkshops from the user scenarioUser Group InterviewsUser Interface Mock-upsFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disc

18、losed or altered without Saab AB prior written consent.AnswersQuestions Massive Data FusionShip Transponder DataNVIDIA NIM From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,discl

19、osed or altered without Saab AB prior written consent.The Journey From clicks to conversationsFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab

20、AB prior written consent.From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.Work process TimelineSeptember 2024December

21、2024Project startLangChainand notebook explorationFirst AgentSystem IntegrationMore AgentsMulti-Agent SystemFinal ArchitectureGuardrailsLLM as a judgeUser FeedbackFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the proper

22、ty of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab

23、AB prior written consent.From clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.SearchThe First Agent The SearcherFrom click

24、s to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.SearchThe First Agent The SearcherFrom clicks to conversations Intelligence Dat

25、a Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI AssistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionSearchAI Assistant ChatNVIDIA NIMFrom click

26、s to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI AssistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionSearchFi

27、lterRendezvous DetectionAnomaly DetectionAI Assistant ChatNVIDIA NIMFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.A

28、I AssistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionSearchFilterRendezvous DetectionAnomaly DetectionAI Assistant ChatSupervisorNVIDIA NIMFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of S

29、aab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI AssistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionSearchFilterRendezvous DetectionAnomaly DetectionAI Assistant ChatSupervisorFinisherNVIDIA NIMFrom clicks to conversations Intelligence Data F

30、usion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI AssistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionNeMo Guard railsSearchFilterRendezvous Detecti

31、onAnomaly DetectionAI Assistant ChatSupervisorFinisherNVIDIA NIMFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI As

32、sistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionNeMo Guard railsSearchFilterRendezvous DetectionAnomaly DetectionAI Assistant ChatSupervisorJudgeFinisherJudgeNVIDIA NIMFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contain

33、ed herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI AssistantGraphical User InterfaceBackendAPI ToolsMassive Data FusionNeMo Guard railsSearchFilterRendezvous DetectionAnomaly DetectionAI Assistant ChatVector DBUser FeedbackSupervis

34、orJudgeFinisherJudgeNVIDIA NIMFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AI AssistantGraphical User InterfaceBac

35、kendAPI ToolsMassive Data FusionNeMo Guard railsSearchFilterRendezvous DetectionAnomaly DetectionAI Assistant ChatVector DBUser FeedbackSupervisorJudgeFinisherJudgeNVIDIA NIMFrom clicks to conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is

36、 the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.Key takeawaysHow generative AI impacts user interface designInsights about and challenges developing agent-based systems How generative AI will change the way we interact with dataFrom clicks to

37、conversations Intelligence Data Fusion Fueled by AI AgentsThis document and the information contained herein is the property of Saab AB and must not be used,disclosed or altered without Saab AB prior written consent.AnswersQuestions Massive Data FusionShip Transponder DataNVIDIA NIM From clicks to conversations Intelligence Data Fusion Fueled AI Agents