Cross industry
Nobody sells the client memory layer Sofiane Ghorbel asked for
Every AI memory product assumes the business owns the client record. A luxury hospitality CEO asked for the inverse, and nothing in the category ships it.
Galina Fendikevich
Founder and Editor
Cross industry
Best AI CRMs for client relationships in 2026
Affinity, Attio, Granola, Day.ai, Clarify, Lightfield, Twenty and Onyx, compared on what each actually remembers about a client and what to verify first.
Cross industry
Six AI memory engines built for developers, not operators
Mem0, Cognee, Zep, Letta, Supermemory and Basic Memory hold private client memory, and each expects a developer. What they do, and what to verify first.
Cross industry
What an AI memory layer is, and why five operators asked for one
An AI memory layer keeps structured client facts current and readable by an assistant. Five operators in five industries asked for the same product.
Health & wellness
S1E7: How a non-tech founder built a 15-agent AI health business on Claude
Dr. Nikki Siso built fifteen interconnected Claude skills with no technical background, cutting client intake from hours to 45 minutes and a 10-page report.
Restaurants
S1E6: I trusted AI to build my restaurant. It cost me $30,000
Conscious Kitchen founder Dr. Nikki Siso on the lease AI reviewed in three minutes, the permitting step it missed that cost $30,000, and what she runs now.