Workflow opportunity to assess
Prepare the evidence.
Keep the sources.
Explore AI support for gathering approved records, identifying gaps and drafting an evidence pack for the responsible specialist.
Approved records, procedures and evidence requests
A draft evidence pack with gaps clearly identified
Completeness, source-link quality and preparation effort
Evidence preparation pack
Sources stay visible. Unresolved items have an owner.
Concept only. Sources, rules and acceptance criteria are agreed during discovery.
Start with a recurring request.
Choose an inspection preparation task, management questionnaire or corrective-action update. Name its owner, the applicable procedure and the records needed to prepare a response. The pilot should test a known set of examples.
Show what supports the response.
A proposed workflow retrieves approved records, checks dates and versions, and links draft statements to their sources. Missing or conflicting evidence stays visible for the reviewer to resolve.
Define specialist responsibilities.
Agree who accepts the response and who owns calculations, regulatory interpretation, submission and verification where relevant. An AI-prepared pack supports that process; the precise scope determines the controls and responsibilities.
Evaluate completeness and traceability.
Measure preparation effort, missing evidence, source-link quality and reviewer corrections. Test how obsolete documents and unresolved items are handled. The result should make a review easier to complete and explain.
BUILD AROUND YOUR ENVIRONMENT
A FEW USEFUL ANSWERS
Before we start.
Does the workflow certify compliance?
It supports a defined evidence process. Legal duties, inspections, verification and approvals depend on the organization and deployment.
Can it help with emissions reporting inputs?
That is a separate scope to assess. Source records, calculation ownership, acceptance and the required verification process must be established first.
Who approves the evidence pack?
The responsible customer specialist retains approval authority under the agreed process.
YOUR NEXT WORKFLOW
Put a real task
on the table.
Bring the process, the people and the problem.
We’ll help define a useful starting point.