IT Enablement Series -- Vol. 1

AI Tool Deployment Checklist

Complete this checklist when deploying any CAB-approved AI tool into the production environment. One checklist per tool deployment. Required items must be completed before go-live.

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Tool / Service Name
Vendor
CAB Change Reference
Deployed By
Target Go-Live Date
Actual Go-Live Date
Completion
0 / 0 items
Required (REQ) items must be completed before go-live. Recommended (REC) items should be completed within 5 business days of go-live. Optional (OPT) items are best practice but not gated.
01 Pre-Deployment Before Go-Live
CAB approval confirmed -- change request signed by all four representatives
Do not proceed without full CAB sign-off. Reference the change request ID above.
REQ
AI Vendor Assessment on file and approved
Confirm SOC 2 report, DPA, training opt-out status, and data residency are all documented.
REQ
Data Processing Agreement (DPA) executed with vendor
Must be signed before any data enters the tool. File copy in vendor records.
REQ
Training data opt-out confirmed -- vendor not using inputs to train models
Check vendor settings or enterprise agreement. Document the setting and where it is configured.
REQ
SSO / Entra ID integration configured
All user access must flow through the organisation's identity provider. No local accounts for production use.
REQ
MFA enforced for all users of this tool
Verify MFA is required at login, not just available. Confirm via identity provider policy.
REQ
Role-based access controls configured -- users provisioned with least-privilege roles
No one gets admin access unless explicitly required. Document role assignments.
REQ
Test environment validated -- POC or UAT results reviewed and accepted
Reference the test results attached to the CAB change request. Do not skip to production without test sign-off.
REQ
Rollback plan documented and tested -- team knows exactly how to reverse the deployment
Rollback steps should be written down and accessible offline in case something goes wrong during deployment.
REQ
AI Tool Documentation Template completed and ready to publish
Users need documentation before they can use the tool safely. Complete the template before go-live.
REC
Maintenance window scheduled if required
For tools replacing existing workflows, schedule the cutover during a low-impact window.
OPT
02 During Deployment Go-Live Day
Deployment executed per implementation steps in the change request
Follow the documented steps in order. Do not improvise. If something unexpected occurs, pause and assess before continuing.
REQ
Initial access test completed -- at least one pilot user confirmed access and basic functionality
Do not declare go-live until at least one real user has successfully logged in and confirmed the tool works as expected.
REQ
SSO login confirmed working for pilot user -- not falling back to local credentials
REQ
Deployment log started -- recording timestamps, actions taken, and any issues encountered
Even a simple running notes document counts. This becomes your audit trail and helps with post-incident review if needed.
REC
Deployment Notes
03 Post-Deployment Within 5 Days
Monitoring and alerting confirmed active -- errors and unexpected behaviour will trigger notifications
Verify the monitoring endpoint, alert thresholds, and who receives notifications. Required for SOC 2 CC7.2.
REQ
All intended users provisioned and access confirmed
No shadow access -- every user is documented with their assigned role.
REQ
AI Tool Documentation published and link shared with users
Users need the documentation to use the tool safely. Publish before or on go-live day -- not weeks later.
REQ
Staff briefing completed -- affected team notified of the new tool, its purpose, and any usage restrictions
REC
Tool added to the approved AI tools registry with deployment date and owner
The registry is the master list of approved AI tools in the environment. Keep it current.
REC
AI Controls Mapping updated to include this tool and its use case
Required for SOC 2 audit trail. Add the new use case row to the Controls Mapping document.
REC
7-day stability check scheduled -- review logs and user feedback one week post go-live
OPT
04 Handoff & Close Deployment Complete
Change request marked complete and filed -- signed copy archived
REQ
Ongoing owner assigned -- someone is responsible for this tool's health, access reviews, and vendor relationship
Without a named owner, tools drift. Assign one person accountable for this tool going forward.
REQ
Next access review date set -- quarterly review of who has access and whether they still need it
REC
Handoff Notes / Ongoing Owner
05Deployment Sign-Off
Deployed By -- IT / Security
Reviewed By -- IT Lead / Operations Owner