Veratrace converts AI and human actions into cryptographically sealed, auditable work units across systems. Engineering, compliance, and finance operate from the same source of truth.
Ticket #CS-4821 auto-resolved
Vendor: Sierra AI • Cost: $0.42
Agent reopened ticket
Response modified
Routed to Tier 2 support
Recorded against vendor invoice
Invoice ID: INV-88241
Hash: 0x8d5519e4c
Status: Immutable
Veratrace is an AI governance platform that records work performed by humans, software systems, and AI agents as cryptographically verifiable records. These records allow organizations to audit automation, attribute work across systems, and produce reliable evidence for compliance and operational oversight.
A Trusted Work Unit (TWU) is a tamper-evident record of a completed task. Each TWU captures the actor that performed the work, the systems involved, the inputs and outputs of the task, and a cryptographic signature verifying the integrity of the record.
Accountability Gap
AI actions, human overrides, billing events, and compliance flags — without a unified record, accountability breaks.
Process Invoice #8432
Step 01
Transform fragmented AI and human activity into deterministic Work Units capturing actor identity, inputs, outputs, artifacts, and execution context across systems.
Step 02
Cryptographically sign and hash-chain each Work Unit to prevent tampering, retroactive edits, or repudiation.
Step 03
Write sealed Work Units to immutable storage with indexed retrieval and full lineage for replay and audit.
Step 04
Programmatically match invoices, vendor claims, and internal logs against sealed Work Units to surface discrepancies automatically.
Core Concept
A Trusted Work Unit is a structured, sealed record of activity across AI and human systems. It captures inputs, outputs, decisions, and attribution — in a format engineering, compliance, and finance can rely on.
Each record is integrity-verified at creation. No retroactive edits. No silent amendments.
Read the whitepaper →Why Veratrace Exists
Every AI vendor audit reveals the same pattern: tickets marked resolved, invoices submitted, and no structured way to verify who or what performed the work.
As AI agents scale, the attribution gap widens. Veratrace closes it with structured, cryptographically sealed work records.
| Line Item | Vendor Claim | Verified | Delta |
|---|---|---|---|
| Agent-handled tickets | 14,200 | 12,781 | −1,419 |
| AI-resolved tickets | 4,220 | 3,801 | −419 |
| Escalations (human takeover) | — | 1,838 | +1,838 |
| Total billed units | 18,420 | 18,420 | 0 |
| Attribution variance | — | 7.2% |
1,419 agent-handled tickets misattributed as AI-resolved. Detected via work unit analysis.
Deterministic records create operational, financial, and audit clarity.
Vendor invoices are reconciled against sealed Work Units. Discrepancies surface automatically before payment.
Any decision can be replayed with full execution context, actor attribution, and cryptographic integrity.
Every action is attributable to a human or AI agent across systems. No unverified claims. No undocumented work.