Privacy-preserving (ZKP), crypto-agile (PQ-ready) timestamps & deterministic receipts
CIP — Core Infrastructure Protocol for healthcare and other regulated AI verticals.
CIP in 60 seconds
Problem. Regulated systems need verifiable timing and receipts across data, models, and actions—without leaking sensitive content.
Solution. CIP issues tamper-evident timestamps and deterministic secure receipts with selective disclosure via ZKPs. Profiles are crypto-agile and PQ-ready.
- Privacy-preserving proofs (no sensitive payloads revealed)
- Deterministic, fixed-shape evidence for audits & automation
- Crypto-agile profiles that evolve without redesign
- PQ migration options
Evaluation & Compliance
- Artifacts: architecture overview, SBOM, threat model, SSDF-aligned SDLC summary,
SECURITY.md
- Deployment: FedRAMP Moderate ATO path or on-prem lab pilot (no endorsement implied)
- Gov licensing: proposed Perpetual Government-Purpose License with buy-up to Unlimited Rights
- Enterprise licensing: commercial license with escrow/maintenance options
Regulatory alignment
GENIUS Act RFC • NIST SSDF (SP 800-218) • SBOM/VEX • PQC (FIPS 203/204/205) • IETF SCITT/RATS
Example application (concept)
Caring-Call (health) illustrates CIP receipts around care workflows. Concept preview in development.

Concept Previews (in development)
Illustrative apps powered by CIP. These previews are not production systems and contain no live or sensitive data.
Caring-Call (Health)
Role-based check-ins with privacy-preserving receipts (no PHI revealed).
OEM-Desk / PRANCER (Procurement)
Buyer-assist for vendor negotiations. Deterministic receipts for offers/counters/approvals.
Research Attribution (Academic)
Prototype for contribution-chain tracking in collaborative research. Cryptographic lineage proofs.
Demo-only concepts. No medical advice; no live vendor data. For evaluations, we provide SBOM, SSDF summary, threat model, and security policy.
Research Focus Areas
- Mission Engineering & Outcome-Driven AI: Developing methodologies for systems that optimize toward specific, measurable outcomes rather than process completion.
- Deterministic Attribution Systems: Cryptographic frameworks for tracking intellectual contribution in collaborative environments.
- Automated Negotiation Protocols: Procurement/vendor management with verifiable decision trails.
Current work supported by academic publications and industry partnerships. Contact for research collaboration opportunities.
Core Technology Pillars
Cryptologic foundations for trustworthy, auditable systems.
Zero-Knowledge & Selective Disclosure
Privacy-preserving proofs; reveal only what’s required.
Tamper-Evident Timestamps
Canonical hashing and signed time evidence.
Deterministic Receipts
Fixed-shape evidence for audits & automation.
Post-Quantum & Crypto-Agility
Profiles that migrate across crypto eras.
Ask about CIP
Public information only—CIP overview, ZKP privacy, deterministic receipts, PQ readiness, licensing posture, SBOM/SSDF, ATO path, and demo status.