SCOI Atlas · L8 Memory
L8B User & Entity Profiles
Persistent, user-controlled memory about people, accounts and entities the agent works with.
TL;DR · Direct answer
L8B User & Entity Profiles is a sublayer of L8 Memory in the Supply Chain of Intelligence™ (SCOI) by Anand Arivukkarasu. It is a required capability but not on its own a durable moat. User-visible memory is a retention feature; hidden memory is a lawsuit.
What actually matters at L8B
- Profile memory is where personalization gets its compound interest.
- User control (view, edit, delete) is quickly becoming legally required.
- Cross-app profile portability is coming — plan for it.
The startup lens
User-visible memory is a retention feature; hidden memory is a lawsuit.
Vertical lens — how this plays across categories
Consumer AI
User-editable memory UI.
CRM / sales AI
Account + contact memory as an asset.
Support AI
Customer profile that persists across tickets.
How to defend L8B
- Transparent, user-controlled memory.
- Portability + delete as first-class features.
Other sublayers in L8 Memory
L8A
Session & Short-Term Memory
What the agent remembers within a conversation, task or run.
L8C ★
Aggregated Network Learning
Cross-customer, privacy-preserving learning — the classic 'gets better as more people use it'.
L8D ★
Institutional Knowledge
The tacit + explicit knowledge of an organization, encoded so agents can use it.
L8E ★
Learned World Models
Long-horizon, environment-level models — how a business, market, road or factory actually works.