Governable AI for real-world accountability
Vireoka brings Cognitive Governance to AI workflows: policy-aligned decisions, traceable lineage, and audit-ready evidence—without leaking confidential internals.
- Enforce policy gates (ALLOW / REVIEW / BLOCK) on AI actions.
- Preserve lineage and replay integrity so decisions can be reproduced.
- Ship faster with oversight that scales: councils, quorums, and confidence scoring.
What we mean by Cognitive Governance
Accuracy isn’t the same as accountability. Cognitive Governance governs how decisions are made over time: policies, review councils, confidence scoring, lineage, and replayable evidence trails.
Where this helps first
Any environment where decisions must be defensible: regulated workflows, security operations, finance, legal review, and enterprise AI programs with board-level oversight.
Why this is different
Vireoka is designed for verifiability: not just answers, but the ability to explain, reproduce, and enforce constraints before automation takes action.
Public-safe by design
This site is intentionally high-level. We believe AI systems should be understood before they are trusted. Deeper technical material, implementation details, and product demonstrations are available through the NDA-gated investor portal for qualified investors.
If you care about deploying AI systems that can be explained, reviewed, and defended — not just optimized — you are in the right place.