Three levels, three rhythms
Timesheets change daily, requests weekly, the strategic plan yearly. Structured context injected directly, vector RAG for deep history, targeted adaptation as a late option.
Context
Mind knows your house. Without ever learning it by heart.
Three levels of context injected at every call, and a semantic search that respects your rights all the way into the vector index. The base model itself never moves.
Zero retraining
Which projects are drifting this month?
L1 Structured context
L2 Vector RAG
L3 Targeted adaptation
ACL — Your rights inside the index
3 projects crossed their drift threshold — the main one: KYC Overhaul (+18% over envelope).
Sources: budget structure · project milestones
What it does
Your rights inside the index
Access rights are propagated into the vector index itself: search never returns a document the requester is not allowed to read. Confidentiality does not depend on the prompt.
The strategic plan becomes usable
Uploaded, analyzed, split into pillars, versioned: the plan stops being a dead PDF. It becomes the reference against which OKRs, initiatives and requests are confronted.
How it works
- 1
Index
Chunking, embeddings, propagated ACL.
- 2
Retrieve
Semantic search filtered by your rights.
- 3
Answer with sources
The answer cites what fed it.