Engineering & research profile

Brian Lewis

Millennium · 2026

Brian Lewis works on enterprise AI adoption and vendor evaluation. At AI Engineer World’s Fair 2026, he was an AI Product Lead at Millennium, drawing on experience assessing AI startups from the buyer’s side.

His focus is the work between a convincing demo and a production contract: useful integrations, access controls, operational reliability and enforceable data commitments. He argues that companies also need to improve their own architecture and change-management practices. These are his personal views, not statements on behalf of Millennium.

1 conference talk

AI Engineer World's Fair 202618:44

Which AI startups actually land enterprise contracts? — Brian Lewis, Millennium

Speaking personally, Brian Lewis describes why enterprise AI purchases fail across product value, security, reliability and legal requirements. He argues that vendors need working integrations, credible operational controls and enforceable data commitments, while buyers must improve architecture, entitlements and change management to benefit from AI.

Brian Lewis

References

ai.engineer/talks/7A65O-0lvKE-which-ai-startups-actually-land-enterprise ↗