LLM platforms, RAG companies, agentic frameworks, and code assistants all face the same wall: customers will stop paying the moment an agent does something the customer cannot prove was authorized. The Spectral Drift Monitor and the Governance SDK give vendors the receipt chain and the firewall they need to ship past that wall.
The Spectral Drift Monitor wraps any model or agent endpoint. The Governance SDK drops in as a Python package and gives any orchestration framework a deterministic proposal gate plus a hash-chained receipt ledger. Same primitives, multiple integration points.
Pre-execution gate for every agent action. Deny, allow, or require human-in-the-loop based on declarative policy. MCP-native integration. Hash-chained receipt for every decision.
Spectral coherence monitoring for production model endpoints. Detects behavioral drift before it surfaces as a customer-visible incident. API-compatible wrapper.
Hash-chained decision ledger as a hosted API. White-labelable. Per-decision pricing. Drop-in audit trail for any model-serving stack that does not want to operate ledger infrastructure.
Policy-driven dispatch layer. Pre-flight evidence bundle assembly, gate evaluation, and execution adapter handoff. Embeddable in any orchestration runtime.
CodeProvable wrapper for AI code assistants. Receipt-bound code synthesis with provenance, license check, and policy-gated emit. Reduces buyer risk of accepting AI-generated code.
Receipt-bound retrieval and answer composition. Forensic chain from query to retrieved source to generated answer. Tamper-evident for legal, medical, and regulatory verticals.
Governance-as-Code linter and CI plugin (gov-lint). SARIF output for GitHub Advanced Security, Snyk, Veracode integration. Pre-merge policy enforcement for AI-touching code.
OEM tier for hyperscaler model-marketplace operators. AWS Bedrock, Azure AI, and equivalent. Receipt-chain and drift-monitor primitives surfaced as platform features.
Adversarial scenario generation against governed agents. Pre-deployment hardening for high-stakes deployments. Receipt-bound test artifacts for compliance evidence.
Primary product for this vertical. Drift detection plus integrity attestation. Wraps any model or agent endpoint. Pro $0.0001/call, Enterprise $50K/year.
whl-governance v0.2.0. Drop-in proposal gate, evidence bundle schema, and receipt ledger client. 696 tests passing. PyPI-ready and integrable in any orchestration runtime.
Designed and ready for build. 2-week wrapper of GE-OS API plus MCP server. Pre-execution gate for agent actions with declarative policy. Targeting the agentic AI vendor stack.
Hosted receipt-chain endpoint. Per-decision pricing. EU AI Act and SOC 2 tailwind. White-label tier available for hyperscaler partners.
SDM evaluations run against a live endpoint of your choice. Governance SDK is licensable for embed. The MCP gateway is open to design-partner conversations. Pick the integration that fits the stack you already have.