人工智能初创公司捕捞鲸鱼的危险

AI Start-Ups: The Perils of Fishing for Whales(War Stories from the Entrepreneurial Front Lines)Tim HartleyVP ProductSeeChange TechnologiesIntroducing SeeChange2© 2023 SeeChange Technologies2021Spun out as independent start-upWinnerMost Innovative ML SolutionComputing AI & Machine Learning Awards 20222018Wholly owned Arm subsidiary2020A real-time recognition platform targeting Health & Safety / Fraud Reduction AI solutions for retailThe start-up checklist•A great idea•The perfect team•Product fits market•Competition landscaped•Funding in placeLet’s go!It Seemed Like a Good Idea at the Time…3© 2023 SeeChange TechnologiesThe AI Landscape for Retail4© 2023 SeeChange TechnologiesGrowthMaturityInnovationEmbedded Vision MarketsPlatforms & ToolsMarket penetrationThe AI Landscape for Retail5© 2023 SeeChange TechnologiesGrowthMaturityInnovationEmbedded Vision MarketsPlatforms & ToolsMarket penetrationSome retailers have tried AI and rejected it in certain scenarios•Negative feedback from shoppe