Ownership
Every resource gets an owner. Ownership propagates through the dependency graph automatically. No orphans, no ambiguity, no spreadsheet to maintain.
How trust worksAI Governance
Governance that works without manual intervention.
Spreadsheets and quarterly audits cannot govern infrastructure that changes daily. AI agents multiply, MCP servers appear untracked, and ownership decays within weeks. Octic replaces static inventories with a continuous governance loop — ownership, sanctioning, policy enforcement, and remediation running automatically across your entire AI estate.
Four pillars
The governance framework.
Sanctioning
Approved, pending, or unsanctioned. Every resource in your AI estate carries a clear trust status that updates automatically as conditions change.
How sanctioning worksPolicy enforcement
Define rules once. Octic evaluates every resource against them continuously. When something drifts, the system catches it within minutes — not at the next audit.
How the policy engine worksRemediation
When policies fail, AI remediation agents propose concrete fixes. Quarantine an agent, revoke credentials, update a policy. Every action requires human approval.
How remediation works63%
of breached organizations have no AI governance policy in place
IBM / Ponemon Institute, 2025
Only 4%
of organizations have achieved "Mature" cybersecurity readiness
Cisco Cybersecurity Readiness Index, 2025
Governance is a loop, not a checkbox.
Point-in-time audits give you a snapshot. By the time the report is written, the infrastructure has already changed. New agents deployed. Ownership shifted. Policies drifted. The snapshot is stale before anyone reads it.
Octic treats governance as a continuous loop: discover resources, assign trust, observe behavior, remediate risks — then discover again. Each stage feeds the next. When a new agent appears, ownership is assigned automatically. When a policy evaluates to non-compliant, the risk register updates and remediation agents propose a fix. When the fix is approved and applied, the resource re-enters evaluation. No manual handoffs. No tickets sitting in a backlog.
86% of organizations experienced AI-related security incidents in the past year, according to the Cisco Cybersecurity Readiness Index. The common thread: governance that existed on paper but not in practice. Octic makes governance operational — not because it adds another layer of process, but because it replaces manual processes with a system that runs itself.
Supporting capabilities
The full governance toolkit.
Risk register
Every governance finding generates a scored risk entry. Track exposure by blast radius, not guesswork.
How the risk register worksGraph explorer
Visualize ownership chains, sanctioning status, and policy compliance across your entire AI estate in real time.
How the graph explorer worksIntegrations
Connect Octic to your existing stack. Pull data from cloud providers, push alerts to Slack, sync findings with your SIEM.
View integrationsSee what's running in your AI stack.
Get a live map of every AI agent, MCP server, and API endpoint in your environment — in under 30 minutes.
Book a demo