Map the pathway
Describe the selected workflow from source material and AI output through human review to the resulting action. Identify who owns each step.
AI is moving from answering questions to affecting business action. Start with one workflow. Explore the path from AI output to business action and consider where ownership, traceability and human review need attention.
The AI Pathway
A review examines the stages in scope using the information and evidence you provide.
Start with one workflow
A focused review of how AI-generated material moves into a client deliverable, decision or action. Start with an enquiry; the workflow, evidence, deliverables, fee and schedule are agreed before paid work begins.
Describe the selected workflow from source material and AI output through human review to the resulting action. Identify who owns each step.
Review the information and evidence supplied for the agreed scope. Distinguish observed controls, reported practices and unanswered questions.
A scoped engagement can include a pathway map, a findings note and prioritized control improvements. The written proposal confirms exactly what is included.
Submitting an enquiry does not book a meeting, accept a fee or create a paid engagement.
What we look at
AI risks can arise in the model and in the surrounding workflow. This review focuses on the handoffs, decisions and controls between an output and its use.
What information shaped the output? Can the reviewer inspect its sources, assumptions and limitations?
Who checks the output, which decisions require approval, and what happens when someone is unsure?
What can the system change? What record is kept, and how can a mistake be detected, escalated or corrected?
Possible follow-on work
Further work is scoped separately according to the findings and available delivery capacity. These are discussion areas, not pre-booked packages.
Discuss human approval points, ownership, escalation and limits on an AI system’s actions.
Discuss useful records of sources, review decisions and workflow changes, plus clear reporting for the people responsible.
Discuss a bounded improvement to one workflow. Technical access, responsibilities and acceptance checks are agreed before work starts.
Who this is for
A practical starting point for professional-services firms, operations teams and AI product teams where generated material influences client work or business action.
You want to understand how AI-assisted work is checked before it reaches a client.
You are connecting AI to tools or systems and want clearer approval boundaries and recovery steps.
You need to distinguish documented controls from assumptions and decide which gaps to examine first.
Available tools
Use the six-question controls self-check below, or open the diagnostic intake to describe your situation in more detail. Neither is a verified assessment of your organization.
Free Tool
Six questions about the controls you report having. This is a starting point for discussion, not a verified risk assessment.
Pathway Visibility
Can you trace each AI output to the decision or action it informed?
Human Validation Design
Is human review of AI output documented, consistent, and auditable?
Traceability & Provenance
Are AI outputs attributed to their source, model version, and context?
Escalation & Ownership
Is there a named owner for AI-assisted decisions in high-risk workflows?
Agentic Control Gates
For AI that takes actions, are human intervention points structurally designed?
Audit Readiness
Could you demonstrate AI pathway controls to a regulator or auditor today?
Common questions
A clear scope comes before a commercial commitment.
It summarizes six self-reported ratings. It does not test your controls, certify compliance or predict incidents. The longer intake uses a separate engagement-qualification score.
The fee and schedule depend on the agreed workflow, evidence and deliverables. Request a scope discussion; there is no payment or booking step on this site.
No. This is a workflow review and advisory intake. Any formal assurance, certification or legal assessment requires a separately scoped engagement with appropriately qualified professionals.
Start with a high-level description and your business contact details. Do not submit client records, credentials or sensitive documents. Any further access or confidentiality arrangements must be agreed first.
When you select Send enquiry in the full intake, the site attempts to save your answers and shows a reference only after confirming storage. A saved enquiry is available for review; it does not send you an email or schedule a call.
No. The free self-check shows its result in your browser. You do not need to provide an email address to see it.
Next step
Describe where AI is used and what you would like to improve. We can then discuss whether a focused review is appropriate and agree the scope before any paid work.
Email opens your mail app. It does not submit the website intake or guarantee a response time.