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APPNEURAL · Trust Center

AI governance

Assess AI purpose, data, models, permissions, evaluation, oversight, monitoring, and failure handling before production use.

Review area 01

Use-case review

Record purpose, non-AI alternatives, users affected, data categories, model and provider, autonomy, failure modes, security, privacy, regulatory context, human oversight, evaluation plan, fallback, and owner.

Review area 02

Risk and oversight

Scale review to impact. Content support and summarization may still expose sensitive data or errors; workflows affecting health, employment, finance, legal rights, or other consequential outcomes need stronger safeguards and accountable human decisions.

Review area 03

Model and prompt governance

Track provider, model/version, purpose, approved data, risk, prompt version, tests, approval, release, and rollback where relevant. Do not send confidential or personal information to a model provider until data handling, settings, contracts, and authorization are checked.

Review area 04

Evaluation and operations

Choose use-case-specific tests for accuracy, groundedness, relevance, safety, refusal, tool permissions, latency, cost, and failure. Define monitoring, privacy-safe logs, feedback, incident ownership, and re-evaluation triggers. This framework describes review questions, not deployed monitoring or audit trails.

Review area 05

Agent permissions

Prefer scoped tools, allowlisted actions, least privilege, human approval for consequential actions, transaction limits, audit requirements, and a revocation path. No autonomous agent control set is claimed as universally implemented.

Evidence and scope

Distinguish guidance from evidence.

This public summary is not an audit, certification, contract, or proof that a control is deployed. APPNEURAL has not published supporting operational evidence here. For a real engagement, confirm the system, data, owner, control implementation, test evidence, and contractual scope before relying on a statement.

Contact

Start an enterprise trust review.

Use the general enquiry form to describe your request. It is not a dedicated security incident channel, and no response-time commitment is stated here. Do not include passwords, credentials, customer records, or sensitive security evidence.

Contact APPNEURAL