Cognitive Persistence Layer

Catch AI Hallucinations Before They Reach Production

Enterprise-grade verification for AI agents in healthcare, finance, and legal. Claims checked. Outputs auditable. Hallucinations flagged for review.

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9 Patent-Pending

AES-256-GCM

294 Tests

48KB Binary

The Problem

Your AI agents hallucinate. In regulated industries, that is not a bug — it is a liability.

Compliance Risk

AI agents in regulated industries output unverified claims. Hallucinated drug interactions or legal citations can result in significant liability and regulatory penalties.

No Audit Trail

When AI gets it wrong, you cannot trace what it remembered, who verified it, or why it was trusted. Regulators and auditors demand full provenance.

Vendor Lock-in

Cloud-only memory systems hold your knowledge hostage. Switch providers, lose everything. CPL Engine™ runs on-premise with portable, encrypted knowledge units.

How It Works

From input to verified knowledge

Four stages of rigorous scrutiny. Crystals in your knowledge base are challenged, cross-checked, and audited through the verification pipeline.

Input

Claims, facts, clinical data, legal citations, financial assertions — any knowledge from your AI agents flows into the CPL verification pipeline.

Verify

3+ AI models independently cross-check every claim before storage. Configurable verification depth from quick-check to deep regulatory audit.

Crystallize

Verified knowledge is encoded into Crystal Interchange Format (CIF) — portable, versioned, encrypted at rest, with tamper-detection signatures.

Recall

Every recalled knowledge unit includes confidence scores, verification timestamps, source provenance, and a complete chain of custody.

Capabilities

Built for regulated industries

Every feature designed with compliance officers, security teams, and auditors in mind.

Compliance-Grade Verification

Multi-AI adversarial consensus flags inaccurate knowledge before storage. Configurable verification depth from quick-check to deep regulatory audit.

Auditable Knowledge Units

Every stored fact includes confidence scores, verification timestamps, source provenance, and version history. Full chain of custody for compliance reporting.

Cognitive State Resume

Captures and restores an AI agent's complete reasoning state — hypotheses, confidence distributions, explored paths, and planned next steps — across sessions.

CIF Portability

Crystal Interchange Format works across Claude, GPT, Gemini, and local models. Your verified knowledge is never locked to a single provider or platform.

MCP Integration

Native Model Context Protocol server. Drop CPL into any MCP-compatible AI tool — Claude Code, Cursor, Windsurf — with zero code changes.

Open Core Model

Full verification engine is open source. Enterprise features (SSO, RBAC, audit logs, review queue) available under commercial license.

Industries

Designed for teams building AI in regulated industries

Healthcare

Drug interaction verification

Financial Services

Regulatory compliance audit

Legal

Case citation verification

Government

Air-gapped deployment

CPL is not a medical device and has not been evaluated by the FDA. It does not provide financial, investment, or legal advice and is not a substitute for licensed professionals. Organizations in regulated industries must maintain independent compliance programs. CPL has not received FedRAMP authorization.

Use Cases

Where CPL Engine™ adds verification

Verify treatment recommendations against clinical sources before they reach practitioners. CPL flags low-confidence drug interactions, dosage suggestions, and contraindications for human review, reducing the risk of hallucinated medical guidance.

Ground financial guidance in verified market data. CPL cross-checks AI-generated financial assertions against multiple sources, flagging unsubstantiated claims about returns, risk profiles, or regulatory requirements before they reach advisors or clients.

Flag hallucinated legal citations before they reach briefs. CPL verifies case numbers, court rulings, and statutory references against known databases, catching fabricated citations that have led to sanctions in multiple documented court cases.

Verify that AI compliance guidance cites verified regulations. CPL cross-references regulatory assertions against authoritative sources, flagging outdated or fabricated rule citations before they influence compliance decisions.

Serve only verified product information through chatbots. CPL validates AI-generated responses about pricing, specifications, warranty terms, and policies against your approved knowledge base, reducing misinformation and customer disputes.

The use cases described above are illustrative and do not constitute professional advice. CPL is a verification tool and is not a substitute for qualified professionals in healthcare, finance, legal, or regulatory compliance. All AI-assisted outputs require human review before action.

Getting Started

Five minutes to verified AI

Installation

Python pip install cpl-engine

npm npm install @axisradius/cpl-engine

Also available as: REST API, CLI, MCP Server, Chrome Extension

from cpl import CPL

cpl = CPL(encryption_key="your-key")
crystal = cpl.crystallize(
    "Patient should take 500mg ibuprofen daily",
    source="clinical-ai-agent"
)
print(crystal.confidence)  # 0.23 -- flagged for review

Get Started

Open source core. Enterprise when ready.

Start with the full open source verification engine. Contact us when your compliance and scale requirements demand enterprise features.

pip install cpl-engine Contact Sales for Enterprise

Ready to verify your AI's knowledge?

Contact our team to discuss enterprise deployment, on-premise installation, or custom verification pipelines.

sales@axisradiustechnologies.com (480) 208-1642