Structured Output Assurance · Triodian

Rules tier · in build

Your systems should never receive malformed AI output. With this, they cannot.

Structured Output Assurance holds an AI's output to a schema you supply: JSON Schema, XML, or any format expressible as a formal grammar. Conformance is enforced as the output is generated, so a non-conforming output is never produced, rather than produced and caught.

In build · December 2026Conventional engineering

What it does

A yes or no for every output, the same every time.

Acceptance is binary and decidable. There is no score, no threshold and no calibration to argue about: the accepted set is the policy, and an output either belongs to it or could not have been produced.

Per-token enforcement

A grammar automaton masks invalid tokens in the decoding loop, so a non-conforming token cannot be sampled. The output conforms because no other output was reachable.

Post-hoc validation

Where the decoding loop is not reachable, the full response is parsed, accepted, or repaired and re-validated. An output too convoluted to parse triggers a re-prompt, never an unchecked pass.

How it works

The schema becomes the boundary.

Model

AI proposes

Any model, rented or self-hosted, generates token by token.

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Boundary

Automaton mask

Your schema, compiled to an automaton, removes every token that would break it.

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Output

Conformant by construction

What reaches your system can only be valid against the schema.

Who it is for

Anywhere a malformed output becomes an incident.

Regulated entities

A claims, credit or payments system that consumes AI output directly. A schema-valid response on every call removes a class of integration failure, and with the Conformance Pack leaves a record of it.

Operators

A maintenance or process system fed structured instructions by an AI. Every instruction arrives in the shape the control system expects, or not at all.

What it does not do

It enforces form, not meaning.

Schema-valid can still be wrong

A well-formed output can carry the wrong content. Governing meaning is the semantic check in Attested Semantic Compare.

Each output, not the set

Many conformant outputs can still drift together. That is what the Aggregate Drift Service watches.

Software, so bypassable by privileged software

Where an insider or a capable adversary is in scope, the rung is the hardware appliance.

Evidence rung it fills

Attestation, through the Certifiable Conformance Pack

That an output met a declared policy.

Structured Output Assurance supplies the accept or reject decision. The Certifiable Conformance Pack adds the tamper-evident record per output that an auditor or supervisor can rely on.

Get in touch

Talk to us before you build the control.

Thirty minutes on where your AI acts, what evidence it would need to leave, and whether this is the right rung.

Book a 30-minute conversation →