1、Four Transformations,Reshaping Enterprise GenAI,What Leaders Should Prepare For,Asaf Bord,Data Summit 2026 Boston May 6,Hello,Im Asaf,Asaf Bord 2026,AI&Data Products at a Fortune 100 FinServ,Leading production GenAI at enterprise scale,Startup Advisor,Product strategy,fundraising,go-to-market for AI
2、 companies,Co-Creator of Multinear,Open-source evaluation framework for production GenAI,20+years in Data and AI product leadership.,Beyond the Headlines,Asaf Bord 2026,While Everyone Debates:AGI arrival timelines10 x knowledge worker productivityWhich jobs AI will replaceGPT-5 vs Claude vs Gemini,H
3、eres whats alreadyshaping production AI:Four transformations reshaping how enterprise AI is built,deployed,governed,and valued.Observations from the field.Not predictions.,The Production AI Lifecycle,Asaf Bord 2026,1,PROBLEMFOCUS,Specialist beats generic,2,INTELLIGENCE,Deep model introspection,3,SYM
4、BIOSIS,Human-AI wrap,4,BUSINESSMODEL,Usage-based pricing,Four connected transformations from choosing the right problem to capturing value.,Not frameworks.Observations,watch-outs,and points to consider.,Trend 1:Specialist Beats Generic,Asaf Bord 2026,Companies getting real traction choose one narrow
5、 problem and solve it perfectly.,Why Generic AI Isnt Enough,ChatGPT,Claude:great for brainstorming,Fail for precision work requiring repeatability,Different personas have different needs,$100/hr generalist$1000/hr specialist,What To Watch For(Buyer Lens),!,Workflow automation across your stack,!,Sol
6、ves ANY workflow/100s of agents,!,Easily pivots across industries/use cases,Tailored to YOUR industry/persona/flow,Ask every AI vendor:what unique expertise did you bake into this product?,Asaf Bord 2026,But heres the critical difference from cyber:,AI giants are eating horizontal capabilities,not a