Every AI Decision on the Witness Stand

Immutable chain-of-thought ledger means every agent decision is hash-chained, replayable, and court-admissible.

The Problem

Black Box AI

Regulators demand explainable AI. Most agent frameworks can't provide it.

Tamper Risk

Log files can be modified. No cryptographic proof of reasoning integrity.

Slow Discovery

Legal review of AI decisions takes weeks with unstructured logs.

The HatiData Fix

Hash-Chained CoT

SHA-256 chained reasoning traces. Provably immutable.

Decision Replay

Replay any session step-by-step with full context restoration.

Approval Workflows

Human-in-the-loop approval gates for high-stakes decisions.

See It in Action

-- Replay agent reasoning chain
SELECT step_number, step_type, content,
       confidence, hash, previous_hash
FROM _hatidata_cot.agent_traces
WHERE session_id = 'sess_abc123'
ORDER BY step_number ASC;

100%

decision auditability

SHA-256

hash chain integrity

90%

faster legal discovery

Related Use Cases

FinTech Compliance

Combine structured financial data with semantic context. JOIN_VECTOR links transaction tables to agent memory for intelligent fraud detection.

View use case

Healthcare Data Intelligence

Agents access patient history with HIPAA-grade audit trails. Column masking and row-level security enforced at query time.

View use case

Contract Auditing

Agents analyze contracts clause-by-clause. Every finding is hash-chained for regulatory evidence.

View use case

Ready to Build?

Get started with HatiData in under 5 minutes. Free forever for local development.

Join Waitlist