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AI agent for clinical data managers

Inspection Readiness Evidence Agent

Have a complete, current, signed evidence pack for each study before inspection

Inspection Readiness Evidence Agent: what goes in, what the agent does and what you get

What it does

Inspectors ask for the data management plan, validation records, training files, user access reviews and audit trails, and the team scrambles for weeks. This agent builds the list of required evidence for each study from the inspection checklist and the quality system. It checks that each item exists in the document system, is the current version, is signed and dated, and that references between documents line up. It flags gaps and requests the missing items from the owners. It rechecks until the list is complete and keeps a record of when each item was last verified. The lead approves the readiness pack. Edge case: a document is signed but the signer left before the date it says, so the agent flags the inconsistency.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
ApprovedYes, continueApprovedNo 1 STARTS WHEN Quarterly review or inspection notice 2 USES A TOOL List required evidence for each study from thechecklist 3 USES A TOOL Search the document system for each item 4 DOES Check version, signatures, dates andcross-references 5 DOES List gaps by owner and urgency 6 YOU APPROVE Lead approves the requests to owners 7 USES A TOOL Send requests and track replies 8 USES A TOOL Recheck the system for newly added items 9 CHECKS THE RESULT Is every item complete, current and signed? If not: chase the remaining items and escalate overdueones. Back to step 6. 10 YOU APPROVE Lead approves the readiness pack 11 RESULT Readiness pack with verification dates
Read the steps as a list
  1. Quarterly review or inspection notice
  2. List required evidence for each study from the checklist
  3. Search the document system for each item
  4. Check version, signatures, dates and cross-references
  5. List gaps by owner and urgency
  6. Lead approves the requests to ownersThe agent waits here for your OK.
  7. Send requests and track replies
  8. Recheck the system for newly added items
  9. Is every item complete, current and signed?If not: chase the remaining items and escalate overdue ones. Back to step 6.
  10. Lead approves the readiness packThe agent waits here for your OK.
  11. Readiness pack with verification dates

How it decides

It marks an item ready only when it exists, is the current signed version and agrees with its linked documents.

  • Require the current version with signature and date
  • Flag a signature dated after the signer left the company
  • Check that links between plans, specifications and validation agree
  • Escalate any gap open over 10 working days

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Checklist version
  • Owners per document type
  • Escalation time (default 10 working days)
  • Studies in scope
  • Verification schedule

What keeps you in control

It always asks you first

  • Lead approves requests to owners
  • Lead approves the readiness pack

Hard limits

  • Never backdate or edit documents
  • Never sign on someone's behalf

It stops when

  • Done: all items are complete and verified
  • Stop: a missing item cannot be recreated and the lead decides how to disclose it

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensFor a study with 48 required items, the agent found 41 complete, 4 unsigned, 2 with old versions and 1 missing audit trail review. It sent requests to 5 owners. After 10 days 2 items were still missing, so the check failed, and it escalated. One signature was dated after the signer left, which it flagged for correction. After three rounds all 48 were verified, and the lead approved.

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