Centaurs Fabs is the Trusted Execution Layer that transforms high-capability, stochastic AI agents into deterministic, verifiable, and legally accountable enterprise assets — through cryptographic governance built for regulated industries.
Every event cryptographically sealed — tamper-evident, append-only, independently verifiable
Four-part sealed artifact covering intent, compliance, process flow, and root attestation
Agent jurisdictions enforced at the data-key level — violations logged, penalized, attributed
Every component is interdependent. Together they close the Accountability Gap that makes autonomous AI legally undeployable in regulated enterprise today.
Systemic Safety
Legal Defensibility
Operational Resilience
We do not sell agent execution. We sell the cryptographic proof that execution was correct. A portable, independently verifiable file that legally demonstrates your AI process was governed, compliant, and unaltered.
Who was authorized, trust scores at submission, access patterns, and a cryptographic hash of the input data.
Agents contracted vs. executed vs. skipped, MAC violations, write conflicts, and the all_compliant verdict.
Ordered execution sequence and every state transition with version numbers — the full provenance timeline.
SHA-256 seal of all four components. Tamper-evident and independently verifiable by any third party.
Submit to regulators as cryptographic proof of a compliant AI-assisted process — not an assertion, a proof.
Admissible evidence of AI-assisted decisions in litigation. Provable chain of custody for every output.
Any party can verify the artifact independently. No trust in the operator required — the math either passes or fails.
We restrict our focus to the highest-risk, most compliance-intensive industries — where the cost of unverifiable AI is financially or legally catastrophic.
KYC/AML automation, regulatory compliance workflows, and due diligence — where a single unverifiable agent decision triggers catastrophic regulatory exposure.
Certified chains of custody for legal due diligence and research. Process proof is not optional — it is the deliverable. Every output must be demonstrably traceable.
Absolute process assurance for state changes in supply chain, mission planning, and policy synthesis — where provenance of every decision input is non-negotiable.
Centaurs Fabs does not compete with AI models or agent frameworks. We are the governance infrastructure that makes those systems legally admissible in regulated enterprise.
We price as insurance, not SaaS. The primary paid service is the generation of the POE Artifact — the guarantee of verifiable truth — not the running of agents.
Our goal is to become indistinguishable from an industry standard — the compliance infrastructure that regulated enterprise AI cannot function without.
We sell mandatory AI Stress Testing & Simulation as a standalone product — proving systems are safe before they ever touch live data.
The Centaurs Fabs advantage is not a feature set that can be replicated in a sprint. It is four interlocking structural moats — each one reinforcing the others.
HMAC-signed, content-hashed, append-only records. Mathematical proof that survives any audit. No competitor offers independently verifiable execution proof at the multi-agent coordination layer.
We are positioning the POE artifact structure for potential industry and blockchain standards. Once adopted as a reference format by a regulator or standards body, the moat becomes regulatory.
Every agent that runs on the platform accumulates a behavioral history. This dataset — agent reliability across industries, tasks, and conditions — is irreproducible and invaluable for risk underwriting.
Extending governance to wrap Kafka, proprietary data lakes, and non-SQLite enterprise stores. Integration depth becomes switching cost that compounds with every enterprise deployment.
NeMo Guardrails and orchestration frameworks govern what agents can reach. We govern what agents do to each other — and prove it cryptographically.
| Capability | Centaurs Fabs | NeMo Guardrails | LangChain / Orchestrators |
|---|---|---|---|
| Multi-agent shared state governance | ✓ Core feature | — Not addressed | — Not addressed |
| Transactional writes / atomic commits | ✓ Core feature | — Not addressed | — Not addressed |
| Mandatory Access Control on data keys | ✓ Core feature | — Not addressed | — Not addressed |
| Write conflict detection between agents | ✓ Core feature | — Not addressed | — Not addressed |
| Cryptographic Proof of Execution artifact | ✓ Primary product | — Not addressed | — Not addressed |
| HMAC-signed tamper-evident audit ledger | ✓ Core feature | — Not addressed | — Not addressed |
| Longitudinal per-agent reputation system | ✓ Core feature | — Not addressed | — Not addressed |
| Content safety & jailbreak detection | ~ Via eval framework | ✓ Core feature | ~ Partial |
| Network / filesystem sandboxing | — Not in scope | ✓ Core feature | — Not in scope |
| Remote agent governance (network-transparent) | ✓ Core feature | — Not addressed | ~ Partial |
NeMo Guardrails governs the agent's relationship with its environment. Centaurs Fabs governs the agents' relationships with each other — and produces mathematical proof of how they behaved.
Join the regulated enterprises already using Centaurs Fabs to make autonomous AI legally accountable. The question is not whether you need governance — it is whether you can afford to operate without it.