Governed AI operations

AI Quality Centre

Test compatibility, inspect cost and latency, preview outbound evidence, queue safe work, compare extraction versions and govern corrections.

Model compatibility

Checking configuration…

A preflight makes one bounded provider request. Image, PDF and audio tests remain blocked until a synthetic fixture is attached through its governed workflow.

30-day telemetry

Controlled model and safety policy

Fallbacks and paid self-service never activate without maker-checker approval.

Reusable provider test bench

Synthetic cases only; results are retained by tenant, model and time.

Test	Modality	Contract	Latest result

Bulk analysis preview

Select eligible evidence, preview fingerprints and conflicts, then confirm. Queued jobs are processed by the bounded scheduler.

Job health and safe retry

Retries require a fresh preview and create linked history; completed jobs are never overwritten.

Job	Status	Progress	Target	Created

Evidence selection

Document

Open original

Page and row provenance

Choose a document.

Extraction replay and repair

Applying a preview creates a new immutable version in Needs review.

Candidate extraction JSON

Propose correction rule

Human-correction register

Approval requires a different administrator.

Rule	Field	Status	Proposed by	Decision

Source-aware CSV mappings

Previewed source columns preserve blanks and explicit zeroes; approval requires a different administrator.

Document	Version	Mapping	Semantics	Status	Decision