Every agent action. Human-authorized. Cryptographically proven.
Ledgix sits in the execution path between your agents and every downstream API call. Before anything fires, we validate it, authorize it, and write a signed audit record you can hand to regulators, enterprise customers, and carriers evaluating AI risk.
Three ways production agent deployments break down today.
Average cost of credential-based attacks, and the time to detect and contain them.
Shorter deal cycles and higher win rates when security review moves earlier.
Of large organizations surveyed reporting financial losses from AI-related risks.
One agent call, five gates: intercept through tamper-evident record. This is per-request enforcement; certification drift between sign-offs is a separate story. The diagram is the source of truth; the steps below spell out each gate in one line.
SDK middleware stops the outbound call before your integration runs.
The Judge checks intent against live
policy: approve, deny, or escalate.
A short-lived A-JWT scopes this action only. The next section unpacks the payload.
The API call runs under that token.
Nothing broader, nothing stale.
Each approved call appends a TLO to your signed, Merkle-chained ledger.
TLOs for targeted endorsements, drift between certifications, and quarterly technical evaluations: what underwriters need to keep you insurable.
Carriers need structured TLOs before they will narrow an endorsement to a specific agent. They expect proof that stays current, is signed, and can be read by their systems, not a one-time attestation.
This tracks how the agent shifts between certification runs, not whether a single call cleared policy that minute. Bring it forward before renewal, instead of treating it as a surprise once dates get tight.
Underwriters expect a technical evaluation every quarter. If evidence ships on the same rhythm, each cycle reuses a familiar package instead of your team rebuilding everything from scratch at the deadline.
Banks, professional services, and large tech teams already run agents in production. Ledgix is the defensible evidence layer underneath, not another dashboard.
Schedule a 30-minute call. We'll show you exactly what Ledgix produces for your agent stack: live TLO export, policy walk-through, and a plan for your first integration.
Or email us at contact@ledgix.dev