AI Non-Repudiation Infrastructure
As AI systems move into regulated and high-stakes environments, enterprises require more than monitoring — they require evidence.
SONATE is building the execution evidence layer for AI systems.
The Problem
AI systems generate decisions without verifiable execution records.
When something goes wrong, organizations cannot prove:
- What the model received as input
- What policy constraints were active
- Which identity executed the action
- Whether the output was altered
- Whether prior behavior influenced the result
Regulators increasingly require auditability. Enterprises require defensibility. Courts require evidence.
There is currently no standard for AI non-repudiation.
The Solution
SONATE converts every AI interaction into a cryptographically signed trust receipt.
- Input and output hashes
- Policy version snapshot
- Agent and platform identity (W3C DID)
- SHA-256 hash chaining
- Ed25519 digital signature
Receipts are independently verifiable via open SDK. Verification requires no API call and no vendor dependency.
This creates a tamper-evident execution record for AI systems.
Architecture
SONATE operates as an infrastructure layer between applications and model providers.
Why Now
EU AI Act, NIST AI RMF, and sector regulators increasingly require traceability and auditability.
AI is now embedded in customer support, healthcare triage, finance, internal automation, and decision support.
Agentic systems introduce continuity, drift, and liability risk — increasing demand for verifiable execution logs.
Market Opportunity
- • AI governance teams at regulated enterprises
- • Risk and compliance officers deploying LLM systems
- • Legal and audit teams requiring defensibility
- • Agent runtime infrastructure providers
- • Cross-platform trust portability
- • Interoperable AI audit standards
Business Model
- Usage-based receipt generation
- Enterprise licensing (per-agent, per-tenant)
- Governance integration partnerships
- Advanced compliance features
Defensibility
No incumbent has this integration depth. AWS/Azure can't build this without cannibalizing their own vendor lock-in.
Receipt + policy + identity + verification in one architecture. Competitors would need to rebuild or acquire multiple components.
As receipts accumulate and integrations deepen, customers depend on historical audit trails. Exiting SONATE means losing verifiable evidence.
The company that owns the execution evidence layer owns the audit trail layer for the entire AI industry.
Product Status
Founder & Team
Solo founder — built and shipped production cryptographic infrastructure in 10 months.
Live platform with public SDKs, verification endpoints, and RFC-style specification deployed.
Focused on building foundational trust layer for enterprise AI systems.
Available for fundraising discussions. Experience spans crypto, compliance systems, and infrastructure.