01Sample auditInspect the output
AI Operating Capability Audit

Sample AI Operating Capability Audit.

This sample shows the kind of artifact an audit can produce. It uses a fictional client-prep workflow so the structure is visible without exposing private client material.

02ScenarioRepeated work

Scenario

A small advisory team prepares recurring client review packets. Each packet uses intake notes, prior decisions, service history, open issues, and a meeting agenda.

Current workflow

How the work moves today

A lead gathers notes, asks for missing context, drafts the packet, waits for review, and sends a final version to the client owner.

Pain points

Where work slows down

Inputs arrive in different places. Prior decisions are hard to find. Reviewers spend time checking whether the packet used the right source material.

First problem

What should improve first

The team needs one source-backed prep packet that shows what was used, what is missing, and what needs human review.

03InputsSource material

Source material inventory

Trusted inputs

Client intake form, current account notes, prior meeting recap, open issue list, service agreement, and approved agenda template.

Missing inputs

Some action items have no owner. Some decisions are in email threads instead of the shared notes. The packet needs a visible missing-information section.

Output needed

A review packet with context summary, open items, proposed agenda, source list, missing facts, and final reviewer notes.

04BoundaryAI task limits

AI task boundary

AI can prepare the first packet draft from trusted source material. A person still owns the client commitment, final recommendations, and any claim that needs judgment.

01

Allowed

Summarize source notes, group open items, draft agenda options, flag missing facts, and prepare a source list.

02

Needs review

Any recommendation, timeline, client promise, risk call, price point, or unsupported claim.

03

Record

Save which sources were used, which facts were missing, who reviewed the packet, and what changed before sending.

05ReviewHuman check

Human review checklist

Source fit

Does every claim point to a trusted source?

The reviewer checks the packet against the source list and marks missing context before the packet moves forward.

Risk boundary

What should stop before client use?

Unsupported commitments, unclear ownership, stale notes, sensitive details, and conflicts between sources are held for human decision.

Ready state

What makes it ready?

The packet is ready when the owner has checked the claims, resolved missing facts, and accepted the final agenda.

06PathNext build

First implementation path

Build a small prep workflow for one client-review packet. The first version should collect source links, produce a draft packet, flag missing facts, and require owner review before use.

Recommended next step

Run a short build scope using three recent packets, the approved agenda template, and one owner-review checklist.

What to avoid

Do not add client messaging, broad automation, or multi-client routing until the first packet workflow proves useful.