Evidence before confidence
Show sources, conflicts and uncertainty.
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APPROACH / SYSTEM ARCHITECTURE
From source to governed decision.
A reliable AI system is mostly not the model. It is where the data came from, what the system remembers, and who is allowed to act.
SYSTEM EXPLORER / SYNTHETIC MODEL
Follow one decision from source to owner.
Choose a scenario, then inspect how the system stores inputs, finds material, checks the result and hands the final action to a person.
DESIGN QUESTION
How does a large document collection become a decision brief with sources attached?
01
ACTIVE BOUNDARY
Source contracts
Files, databases and events arrive with an owner and update rules.
- VERIFIED PATTERN
- Source identity · hybrid recall · reranking · citation coverage · abstention
- PUBLIC BOUNDARY
- Architecture pattern only; private research sources and evaluations remain private.
DATA LAYER / AUG 2026
One governed data plane: 4 databases, 15 ADRs, scheduled verified backupsOPERATING PRINCIPLES
Autonomy without ambiguity.
Authority is designed
Capability does not imply permission to act.
HOW WE BUILD
Start with the decision, then design the checks.
Before choosing models, we map the user, available sources, cost of error and who can approve the final action.
- 01Frame
Decision, user, available sources and failure cost.
- 02Contract
Sources, permissions and success conditions.
- 03Compose
Data, retrieval, agents and software.
- 04Challenge
Adversarial cases, replay and independent verification.
- 05Operate
Monitoring, approvals and controlled iteration.