Context engine

The context engine turns architectural truth into a focused review packet. Instead of sending an entire system to every model, Veriom selects the entities, relationships, evidence, findings, policies, and known uncertainty relevant to one specialist decision.

Team answers can explain why an architecture was chosen, but they enter the intended-architecture workflow as attributable proposals. A context pack, imported document or model conclusion cannot ratify that decision or prove that its guardrail holds.

What a context pack contains

• the part of the system currently under review;
• canonical entities and relationships;
• evidence and provenance for material claims;
• active findings and coverage gaps;
• applicable workspace policies;
• contradictions that still need adjudication.

Why bounded context matters

Focused context improves speed, reduces cost, and makes results easier to verify. Every generated artifact can point back to the exact evidence pack, agent version, model tier, and output schema that produced it.

Reuse without stale conclusions

Veriom can reuse deterministic facts and validated artifacts when the source, context, agent definition, model, and schema are unchanged. Changes to any of those inputs create a new review context rather than silently reusing an old conclusion.