AI WORKFLOW HEALTH CHECK

Know where AI is shaping your workflow— and where human approval still matters.

Bring one workflow or business area to the intake. The Health Check maps where AI touches it, identifies unclear context and approval gaps, and recommends the first bounded fix.

Start My AI Workflow Health Check See a Sample Finding

Human-led. AI-assisted. Governed by proof. No runaway automation.

Already know the broken workflow? Use the same intake and ask for the 48-Hour AI Workflow Fix instead.

PLAIN-ENGLISH DELIVERABLE

AI Workflow Health Check Summary

Reviewed scope

The workflow or business area brought through the intake.

What becomes visible

AI touchpoints, context dependencies, uncertainties, and human approval gaps.

What comes next

One recommended first fix, bounded to the evidence reviewed.

WHAT YOU RECEIVE

Your AI Workflow Health Check Summary.

A plain-English artifact that makes the reviewed workflow, the evidence, and the first useful repair easier to see.

Reviewed-scope map

The workflow or business area reviewed, including where AI enters, drafts, summarizes, recommends, or hands work back to a person.

AI touchpoint notes

The tools, pages, documents, forms, prompts, or staff actions that appear in the reviewed path.

Context dependencies

The information AI appears to rely on, including where its clarity, source, freshness, or permitted access still needs confirmation.

Human approval map

The outputs that affect customers, commitments, or decisions—and where a person should review or own the result.

Uncertainties and claim boundaries

What was observed, what remains unknown, and what would require deeper technical, legal, compliance, or security review.

Recommended first bounded fix

One practical change to the rule, page, prompt, checklist, handoff, or approval step—limited to the evidence reviewed.

Clear boundary: this is a workflow and context readiness scan. It is not cybersecurity testing, legal or compliance certification, or a guarantee that every AI risk has been removed.

RESPONSIBLE USE STARTS WITH VISIBILITY

Questions your business should be able to answer.

The Health Check does not begin by assuming something has failed. It begins by making the role, evidence, and human responsibility easier to see.

Where is AI currently being used?
What information is it relying on?
Which outputs affect customers, commitments, or decisions?
Where is human review required?
Who owns the final decision?
Are the rules documented or merely assumed?

WHAT THE HEALTH CHECK REVIEWS

A bounded review of the scope you bring to intake.

The review follows one useful workflow or business area far enough to identify the AI touchpoints, missing decisions, and first credible repair.

Which AI tools or features appear in the reviewed scope

What information, instructions, or source material enters the AI step

Which outputs may reach customers or influence a decision

Where source material may be unclear, incomplete, or out of date

Where human review, ownership, or escalation is required

Which evidence is available—and which conclusions remain outside scope

What rule, page, prompt, checklist, handoff, or approval change should happen first

When the website is part of the workflow, it is reviewed as source material.

AI browsers and assistants may summarize an offer, CTA, service boundary, or next step. The page should be clear enough for people and AI tools to understand without silently filling in missing business rules.

ILLUSTRATIVE SAMPLE / NOT CLIENT WORK

What one finding can look like.

This fictional example demonstrates the structure of a finding. It is not a claim about a real client, a real incident, or a completed security investigation.

Each finding separates what was observed, what the available evidence supports, what remains uncertain, and what bounded repair is recommended.

Read the related Trust Atlas Field Note

SAMPLE FINDING 01

Customer enquiry follow-up

FICTIONAL EXAMPLE

OBSERVATION

Staff copy a web-form enquiry into an AI tool to draft a customer reply.

EVIDENCE IN THIS SAMPLE

The draft uses the customer’s message and an unversioned service-and-pricing document. No approval step is recorded before sending.

INTERPRETATION

If the document is outdated or the message contains unnecessary personal information, the draft may carry that problem into the customer reply.

CLAIM BOUNDARY

This does not establish how the AI provider stores data, whether a breach occurred, or whether a draft was incorrect. Those conclusions require additional evidence.

RECOMMENDED FIRST REPAIR

Use a versioned approved-facts source, remove unnecessary personal details before prompting, and require a named person to review price, promise, and next step before the reply is sent.

HOW FINDINGS ARE ORGANIZED

Five lenses keep the assessment bounded.

The method follows the reviewed workflow from awareness to first fix without claiming more certainty than the available evidence supports.

Awareness

Which AI tools, features, or touchpoints appear in the reviewed scope?

Boundaries

What information or actions are off-limits, conditional, or require escalation?

Context

Which sources and instructions does AI rely on, and how current or authoritative are they?

Approval

Which outputs require a named person to review, approve, or own the result?

First Fix

What is the smallest evidence-supported repair that improves the reviewed path?

Small fix first. Bigger system later, only if it proves value.

WORK WITH ME

Ready to make one AI-assisted workflow clearer and reviewable?

Use the intake to describe the workflow or business area and share what is currently available. I use it to recommend a Health Check, a 48-Hour AI Workflow Fix, or a narrower first step.

Start My AI Workflow Health Check Review the Sample Finding

No payment is collected on the intake. I use it to recommend check first, fix now, or narrow the scope.

FAQ

Simple answers before you apply.

Is this cybersecurity?

No. This is an AI workflow and context readiness scan. It can flag obvious AI usage and approval risks, but it does not replace a formal cybersecurity audit.

Is this AI governance?

It is the practical first layer. Instead of starting with a huge governance program, we start with what AI is touching and what needs clearer rules.

Do I need a new website or system?

Usually no. The first fix is often a clearer page, checklist, prompt, policy, or approval step.

What do I get from the scan?

A plain-English AI Workflow Health Check Summary covering the reviewed scope, AI touchpoints, context and information dependencies, human approval gaps, visible uncertainties, and the recommended first bounded fix.

Does this certify my AI as safe or compliant?

No. It is a bounded workflow and context readiness scan, not a cybersecurity audit, legal or compliance assessment, or guarantee that every risk has been removed.