AI operations audits · human-reviewed reports

Do not automate the assumption. Audit the decision trail.

VerisAI connects approved evidence to an authorised decision, a named action owner and proof of outcome. The report turns that trail into a control the team can use again.

Minimum necessary evidence

Source-linked AI assistance

Human-reviewed decision report

Audit method

Six controlled steps. No black-box conclusion.

Every step preserves what is known, who is authorised and what evidence will count as a result.

01

Operating scope

One operating unit, one decision trail and a named human authority. Broad transformation claims stay out.

02

Minimum evidence

Only the information needed for the control is requested. Personal, confidential and regulated data is redacted or excluded.

03

AI-assisted review

Approved evidence is organised and compared; exceptions, contradictions and uncertainty remain visible.

04

Human decision

A qualified person reviews the output, chooses the action and records why it was authorised.

05

Decision report

The report names the control gap, priority, owner, due point, expected proof and escalation path.

06

Outcome verification

The result is checked against the starting evidence before the control becomes a repeatable system.

The deliverable

A report designed for action and verification.

The output is deliberately structured so another manager can understand the evidence, own the action and check the result.

01

Executive decision

The one control decision that deserves attention first and why it matters now.

02

Evidence map

Sources reviewed, missing context, contradictions, assumptions and confidence boundaries.

03

Control gaps

Where ownership, authority, timing, escalation or proof currently breaks.

04

Action register

Named actions, owners, due points, dependencies and expected completion evidence.

05

Verification plan

The measure, baseline, review date and evidence required before any result is claimed.

06

System specification

The repeatable workflow, access roles, data boundary and versioned operating control.

Sector audit catalogue

Choose the evidence environment.

Hospitality is live. The remaining editions are public validation specifications, not finished-product claims.

Security and data boundary

Collect less. Expose less. Authorise clearly.

Security claims are separated into controls used now, product requirements and future independent assurance.

Used now

Redaction, minimum-data requests, external hosted checkout and explicit human review.

Product requirement

Tenant isolation, role-based access, MFA, encryption, retention control and immutable event history.

Independent proof

Threat modelling, penetration testing, legal review and recognised certification only when actually completed.

AI boundary

No default training on customer data, source traceability and human authority for material operating decisions.

Do not submit sensitive data

The public site and enquiry route are not approved for personal records, credentials, commercially sensitive methods, regulated information or confidential sources. A signed scope must define the data boundary first.

Straight answers

Before an audit begins.

The live offer, validation status and professional boundaries stay visible at the purchase decision.

Does AI make the operational decision?

No. AI may organise approved evidence and surface patterns or gaps. An authorised human reviews the output, decides the action and remains accountable.

Is the report a financial, legal, safety or compliance audit?

No. It is an operational-assurance report. Sector pages state the limits, and regulated or specialist decisions remain with the appropriately qualified people.

Does the audit guarantee profit or savings?

No. The report defines a baseline, control action and verification measure. Outcomes depend on the evidence, decisions, implementation and operating conditions.

Which audit can be purchased now?

The £295 Hospitality Operations Review is live. Mining, real estate, education, and content and journalism are validation editions that require a written scope before any fee is accepted.

Purchase or validate

Buy the live audit—or define the next one properly.

The hospitality audit is fixed-price. Other sector editions start with a written scope and no charge for an undefined product.