# VeriSigil AI โ€” Product Roadmap v1.0 ## Autonomous Governance Operating System for AI Agents ### Built in Lagos, Nigeria ๐Ÿ‡ณ๐Ÿ‡ฌ ยท verisigilai.com --- ## Vision VeriSigil is evolving from runtime governance infrastructure toward a full **Autonomous Governance Operating System (VeriSigilOS)** โ€” the single control plane governing identity, trust, execution, approvals, escalation, topology, survivability, and consequence propagation across entire AI ecosystems. --- ## Current Status โ€” v0.6.0 โœ… LIVE | Feature | Status | |---------|--------| | Cryptographic Agent Identity (Ed25519) | โœ… Live | | Runtime Guard โ€” ALLOW/DENY/REQUIRE_HUMAN_APPROVAL | โœ… Live | | Customer Policy Engine โ€” configurable per org | โœ… Live | | Human Approval Console | โœ… Live | | Merkle Chain Audit Trail | โœ… Live | | Replay Validation | โœ… Live | | Progression Admissibility Engine | โœ… Live | | Agent Chain Provenance | โœ… Live | | Continuous Admissibility Monitoring | โœ… Live | | Execution Survivability Scoring | โœ… Live | | Runtime Revalidation | โœ… Live | | Automatic Customer Onboarding | โœ… Live | | Python SDK | โœ… Live | | EU AI Act Compliance Sprint | โœ… Live | | Enforcement Dashboard | โœ… Live | | Governance Summary API | โœ… Live | --- ## Phase 1 โ€” NOW ยท Get First Customer **Priority: Adoption over features.** The product is complete enough to get the first customer. Every effort goes toward outreach, demos, and conversion. - Post demos and progression engine on LinkedIn - Reply to governance conversations with specific VeriSigil capabilities - Convert first $499 or $2,499 customer - Collect real usage data to guide Phase 2 --- ## Phase 2 โ€” After First Customer ยท Inventory & Discovery **Trigger: First paying customer** ### 1. AI Agent Inventory & Discovery Engine Automatically discover all AI agents operating in a customer's environment. Know what you have before you govern it. ### 2. Shadow Agent Detection System Detect unauthorized, unregistered, or cloned agents operating outside governance boundaries. Hard block on impersonation. ### 3. Agent Topology & Dependency Mapping Map how agents relate to each other โ€” which calls which, with what authority, in what order. Full dependency graph. ### 4. Runtime Governance Dashboard Customer-facing real-time dashboard showing all their agents, decisions, audit trail, and policy status in one place. --- ## Phase 3 โ€” After 10 Customers ยท Intelligence Layer **Trigger: 10 paying customers** ### 5. Governance Topology Graph Visualization Visual graph of all agents, authority flows, execution dependencies, approval boundaries, trust propagation, escalation paths, and risk surfaces. "Datadog for AI governance." ### 6. Dynamic Authority Management Authority is temporary, contextual, revocable, and degradable. New regulation appears โ†’ authority automatically reduced โ†’ execution restricted. No manual intervention. ### 7. Runtime Permission Degradation Engine Trust scores degrade automatically based on threat signals, anomalies, and policy violations. Agent earns back trust through clean execution history. ### 8. Context Drift Detection System Detect when an agent's execution context has changed significantly from when it was originally approved. Trigger revalidation automatically. ### 9. Governance Anomaly Detection ML-based detection of unusual governance patterns โ€” unexpected escalation spikes, trust degradation clusters, anomalous approval chains. ### 10. Adaptive Risk Classification Engine Dynamically reclassify agent risk level based on live behavior, not just static configuration. HIGH_RISK agent acting safely โ†’ trust elevated. LOW_RISK agent behaving suspiciously โ†’ escalated. ### 11. Policy Mutation Monitoring Alert when customer policy rules change โ€” who changed what, when, and what the downstream impact is on active agents. ### 12. Autonomous Workflow Pause/Resume Control When governance thresholds are crossed mid-workflow, automatically pause execution, notify humans, and resume only after re-approval. ### 13. Real-Time Human Escalation Routing Route approval requests to the right human based on action type, consequence level, agent identity, and organizational hierarchy. Not just one email โ€” the right person. ### 14. Cross-Agent Consequence Tracking Track how one agent's decision cascades downstream to other agents. If Agent A causes a bad outcome via Agent B and Agent C โ€” trace and quantify the full consequence chain. ### 15. Agent-to-Agent Trust Propagation When Agent A delegates to Agent B, trust flows with constraints. Agent B cannot exceed Agent A's authority level. Trust inheritance with degradation. ### 16. Delegation Chain Verification Verify that every delegation in a multi-agent workflow is legitimate, authorized, and within policy. Detect unauthorized delegation. --- ## Phase 4 โ€” After Seed Round ยท Enterprise Layer **Trigger: Pre-seed funding closed** ### 17. Enterprise Governance Control Plane Single control plane for enterprises managing hundreds of AI agents across multiple teams, departments, and environments. ### 18. Multi-Tenant Enterprise Governance System Full tenant isolation โ€” each organization gets their own governance namespace, policy engine, audit trail, and dashboard. ### 19. Federated Trust Network Allow organizations to share trust signals across a federated network. Agent trusted by Organization A can carry that trust signal to Organization B. ### 20. Organization-Level Governance Profiles Pre-built governance profiles for specific industries โ€” fintech, healthcare, legal, HR โ€” with all relevant policies pre-configured. ### 21. Governance API Gateway All agent traffic passes through VeriSigil's governance gateway. No direct agent-to-action communication outside governance boundaries. ### 22. Zero-Trust Agent Communication Framework Every agent-to-agent communication requires authentication, authorization, and audit logging. No implicit trust between agents. ### 23. AI Asset Registry & Lifecycle Management Full registry of every AI agent โ€” creation, versioning, policy changes, ownership transfers, deprecation, and deletion โ€” with complete lifecycle audit trail. ### 24. Runtime Compliance Verification Layer Continuously verify that all active agents remain compliant with current regulations. When regulations change โ†’ automatically flag affected agents. ### 25. AI Environment Segmentation & Isolation Isolate agents by environment โ€” production, staging, development โ€” with strict governance boundaries. No production agent can be reached from development environment. ### 26. Autonomous Incident Response Engine When a governance violation is detected โ€” automatically quarantine the agent, notify the security team, freeze related workflows, and generate incident report. ### 27. Governance Drift Detection System Detect when governance posture is drifting from defined standards โ€” policy gaps, unenforced rules, expired approvals, orphaned agents. ### 28. Regulatory Adaptation Engine When new AI regulations are published โ€” automatically map them to existing governance controls and flag gaps that need remediation. ### 29. Real-Time Compliance Monitoring Live compliance score for every agent and workflow. Regulators can request a compliance snapshot at any time โ€” generated in seconds. ### 30. AI Supply Chain Verification Verify the governance posture of third-party AI components before they are integrated. Know the governance status of every vendor agent. --- ## Phase 5 โ€” After Series A ยท VeriSigilOS **Trigger: Series A funding closed** ### 31. Agent Reputation & Reliability Graph Persistent reputation scores for agents across their entire lifetime. Clean execution history โ†’ elevated reputation. Violations โ†’ reputation damage. ### 32. Runtime Behavioral Fingerprinting Fingerprint each agent's normal behavior pattern. Detect deviations that might indicate compromise, drift, or manipulation. ### 33. Agent Memory Integrity Verification Verify that an agent's memory and context have not been tampered with between executions. Cryptographic proof of memory integrity. ### 34. Distributed Governance Consensus Layer For critical decisions โ€” require governance consensus from multiple independent validation nodes before execution is permitted. ### 35. Governance Analytics & Intelligence Engine Deep analytics on governance patterns โ€” which actions get blocked most, which agents escalate most, which policies trigger most often. Intelligence for governance improvement. ### 36. Predictive Risk Escalation Engine Predict which agent actions are likely to require escalation before they are submitted. Pre-stage approvers. Reduce escalation latency. ### 37. Operational Consequence Forecasting Before any high-consequence action โ€” simulate the downstream consequence propagation. Show what happens if this action goes wrong. ### 38. AI Workflow Replay & Simulation Engine Replay any past workflow with different policy configurations. Simulate how a policy change would have affected historical decisions. ### 39. Governance Scenario Testing Sandbox Safe environment to test new governance policies, authority configurations, and risk classifications before deploying to production. ### 40. Pre-Execution Consequence Simulation Before any CRITICAL action โ€” run a consequence simulation. Show the approver exactly what will happen if they approve. Evidence-based approval. ### 41. Runtime Evidence Validation Engine Validate that evidence provided for a governance decision is authentic, complete, and has not been tampered with. ### 42. Hardware/TEE Attestation Integration Integrate with Trusted Execution Environments for hardware-rooted proof of agent identity and execution integrity. ### 43. Cryptographic Reality Verification Layer Verify that an agent's claims about its execution environment, inputs, and outputs are cryptographically provable. No lying agents. ### 44. Cross-Enterprise Governance Federation Allow multiple enterprises to participate in a shared governance network โ€” mutual trust recognition, shared policy standards, cross-org audit trails. ### 45. Runtime Constitutional Policy Engine Define constitutional rules that cannot be overridden by any agent or human โ€” the fundamental laws of your AI governance system. ### 46. Multi-Tier Governance Architecture Governance at every layer โ€” infrastructure, platform, application, and agent โ€” with policies that cascade and inherit appropriately. ### 47. Governance Intelligence Layer AI-powered governance recommendations โ€” "Based on your agent behavior, we recommend tightening payment thresholds" โ€” proactive governance optimization. ### 48. Enterprise Compliance Certification Engine Generate certified compliance reports for any regulation โ€” EU AI Act, SOC 2, ISO 27001 โ€” directly from the governance audit trail. ### 49. Cross-Industry Governance Benchmarking Compare your governance posture against industry benchmarks. Know if your fintech AI governance is above or below industry standard. --- ## Phase 6 โ€” VeriSigilOS **The final form.** ### 50. Autonomous Governance Operating System (VeriSigilOS) The complete operational governance control plane for AI ecosystems. One system governing: - Identity and trust - Execution and enforcement - Approvals and escalation - Topology and dependencies - Survivability and consequence - Compliance and regulation - Analytics and intelligence - Simulation and forecasting - Federation and multi-tenancy **Not a tool. Not a dashboard. Not a compliance checklist.** An operating system for governing AI at enterprise scale. --- ## Strategic Positioning | Stage | What VeriSigil Is | |-------|------------------| | Today | Runtime Governance Infrastructure | | Phase 2-3 | AI Governance Platform | | Phase 4 | Enterprise Governance Control Plane | | Phase 5-6 | Autonomous Governance Operating System | --- ## Pricing Evolution | Phase | Product | Price | |-------|---------|-------| | Now | Compliance Sprint | $499 one-time | | Now | Starter Plan | $49/month | | Now | Professional Plan | $499/month | | Now | Enterprise Plan | $2,499/month | | Phase 3 | Governance Platform | $5,000/month | | Phase 4 | Enterprise Control Plane | $15,000/month | | Phase 5 | VeriSigilOS | $50,000+/month | --- ## One Sentence > VeriSigil is the runtime operational governance infrastructure for autonomous AI agents โ€” governing identity, execution, consequence, and compliance across entire AI ecosystems. --- *VeriSigil AI ยท verisigilai.com ยท raheem@verisigilai.com* *Built in Lagos, Nigeria ๐Ÿ‡ณ๐Ÿ‡ฌ ยท Bootstrapped ยท Built in public* *v1.0 ยท May 2026*