checklist
AI tool owner and review calendar template for small teams
A reusable owner register and review calendar template for keeping AI tools accountable after approval, with role owners, review cadence, trigger-based reviews, evidence packets, and escalation rules.
Use this template after an AI tool is approved, restricted, or extended.
Approval is not the end of AI security work. Each live AI tool needs an owner, a backup owner, a next review date, and a short list of events that trigger early review. If the tool is still in pilot mode, start with the AI tool pilot exit checklist before adding it to the standard review calendar.
Bottom line
Every approved AI tool should have:
- A business owner who justifies continued use.
- An admin owner who can change access, settings, connectors, and billing.
- A data owner for customer data, transcripts, source code, or regulated records.
- A review date tied to the tool’s risk level.
- Event triggers for access expansion, vendor changes, incidents, new integrations, or policy exceptions.
- Evidence stored outside the AI tool.
- A removal path if the owner leaves or the tool no longer has a business case.
If no one owns the tool, treat it as restricted until ownership is fixed.
When to use this template
| Situation | Use this template? | Why |
|---|---|---|
| A pilot is approved | Yes | Convert the pilot into an accountable operating record. |
| A tool is restricted | Yes | Track the restriction owner, expiry date, and next decision. |
| An exception is granted | Yes | Link the exception to a real owner and review date. |
| A vendor changes terms, data use, or admin controls | Yes | Trigger early review before users continue. |
| A tool is blocked | Optional | Record the block reason if employees keep requesting it. |
| A one-time public-content test is finished | Usually no | Close the test unless the tool remains in use. |
Pair this with the AI Tool Risk Checker when the tool scope changes.
Review cadence decision table
| Tool risk | Examples | Minimum review cadence | Early review triggers |
|---|---|---|---|
| Low | Public-content drafting, grammar help, public research summaries. | Every 12 months. | New connector, new data class, or repeated unsupported output. |
| Medium | Internal knowledge, customer-support drafts after redaction, meeting summaries, browser extensions with limited host access. | Every 6 months. | New team, new integration, retention change, incident, or owner change. |
| High | Customer records, source code, terminal agents, broad browser permissions, CRM/helpdesk sync, regulated workflows. | Every 90 days. | Any access expansion, vendor policy change, incident, secret exposure, or production impact. |
| Temporary exception | Any tool outside the normal policy. | Expiry date only; no open-ended review. | Missed expiry, scope expansion, or unresolved cleanup item. |
Use the higher cadence when the tool combines multiple risk types.
Owner register template
Copy this table into your tool register.
| Field | Value |
|---|---|
| Tool name | |
| Vendor | |
| Status | Approved / restricted / pilot / exception / blocked / removed |
| Business use case | |
| Business owner | |
| Backup business owner | |
| Admin owner | |
| Data owner | |
| Engineering owner | |
| Source-system owner | |
| Approved users or groups | |
| Approved data classes | |
| Prohibited data classes | |
| Connected systems | |
| Browser extension ID or app ID | |
| Meeting bot settings | |
| Developer tool boundaries | |
| Retention and export rule | |
| Human review requirement | |
| Review cadence | |
| Next review date | |
| Early review triggers | |
| Exception ID | |
| Last review outcome | |
| Removal path | |
| Evidence location |
Do not store API keys, passwords, private keys, customer exports, raw transcripts, or source code in the register.
Review calendar template
| Month | Review focus | Output |
|---|---|---|
| January | High-risk tools and expired exceptions. | Approve, restrict, remove, or escalate. |
| February | Developer AI tools, repo access, PR bots, and terminal agents. | Updated developer AI inventory. |
| March | Meeting bots, transcripts, CRM sync, and retention. | Updated transcript and bot records. |
| April | Browser extensions, host permissions, and OAuth apps. | Updated allowlist and blocked list. |
| May | Customer data workflows and support-team AI use. | Updated approval records and redaction rules. |
| June | Admin controls, SSO, offboarding, guests, and shared accounts. | Updated access review notes. |
| July | High-risk tools and exceptions. | Midyear risk decision log. |
| August | Vendor terms, training settings, exports, and data retention. | Updated vendor evidence packet. |
| September | Department-level AI usage and shadow AI reports. | Updated tool register. |
| October | Incident history and unresolved corrective actions. | Updated incident and exception status. |
| November | Budget renewal and tool consolidation. | Renew / replace / remove decisions. |
| December | Annual policy refresh and owner reassignment. | Next-year calendar and owner list. |
Small teams can compress this into a quarterly review. Do not compress high-risk tools below their minimum cadence.
Role responsibilities
| Role | Owns | Must be able to answer |
|---|---|---|
| Business owner | Business value and continued need. | Is this tool still worth keeping? |
| Backup owner | Continuity if the main owner leaves. | Can the team make a decision without the original requester? |
| Admin owner | Users, groups, settings, billing, connectors, and offboarding. | Can access be changed or removed today? |
| Data owner | Approved data classes, retention, exports, and deletion rules. | Which data is allowed, approval-required, or prohibited? |
| Engineering owner | Repo, terminal, CI/CD, code review, and developer workflow boundaries. | Can this tool affect source code or production systems? |
| Source-system owner | CRM, helpdesk, Drive, Slack, email, calendar, or meeting integration scope. | Did the integration expose more data than expected? |
Do not approve a high-risk tool if the admin owner cannot remove access.
Trigger-based reviews
Review the tool before the next scheduled date if any of these happen.
| Trigger | Review action |
|---|---|
| New user group | Confirm business need, data scope, training, and owner approval. |
| New connector or OAuth scope | Rerun connector review and source-system owner approval. |
| New browser extension host permission | Rerun extension review and sensitive-domain check. |
| New meeting type | Review notice, consent, transcript storage, retention, and sharing. |
| New source-code or terminal capability | Review command scope, repo access, secret exposure, and PR gates. |
| Vendor terms or model behavior changes | Recheck retention, training, sharing, exports, and admin controls. |
| Incident or near miss | Use the incident checklist and decide whether to restrict or remove. |
| Owner leaves | Assign replacement owner before the tool stays approved. |
| Exception expires | Close, renew with justification, restrict, or remove. |
| Budget renewal | Confirm value, risk, and alternatives before paying again. |
The point is to catch material changes before they become normal usage.
Monthly maintenance checklist
| Check | Done |
|---|---|
| Every approved or restricted tool has a named owner and backup owner. | |
| Every pilot has an exit date. | |
| Every exception has an expiry date. | |
| High-risk tools have reviews within the next 90 days. | |
| New users and groups match the approval record. | |
| New connectors, OAuth apps, extensions, bots, and automations were reviewed. | |
| Customer data, transcripts, source code, and regulated records stayed within the approved scope. | |
| Incidents, near misses, and employee questions were recorded. | |
| Removed tools had users, connectors, extensions, API keys, bots, and retained files cleaned up. | |
| Evidence is stored in an internal system outside the AI tool. |
For a deeper monthly pass, use the monthly AI tool access review checklist.
Evidence packet
| Evidence | Store when |
|---|---|
| Original request | Tool was requested or piloted. |
| Risk checker result | Scope changes or review is due. |
| Access export | Users, groups, admins, guests, or shared accounts changed. |
| Connector list | OAuth apps, integrations, browser extensions, bots, or API access changed. |
| Data handling note | Customer data, transcripts, source code, or sensitive records are in scope. |
| Vendor evidence | Terms, retention, training, sharing, admin controls, and export settings are reviewed. |
| Incident note | Bad output, accidental paste, connector exposure, or policy exception happened. |
| Review decision | Tool is approved, restricted, extended, removed, or escalated. |
Keep evidence short. Store links to internal records rather than copying sensitive data into the review calendar.
Escalation rules
Escalate outside the lightweight review calendar when:
- The tool can access customer records, source code, private meetings, regulated data, or production systems at broad scope.
- The vendor cannot answer retention, training, export, deletion, or admin-control questions for the workflow.
- Users want an exception that would become the normal operating path.
- The owner cannot remove access, revoke connectors, or recover retained files.
- An incident has customer, legal, security, production, or HR impact.
- The tool changes business records, code, tickets, CRM notes, or customer communications without human review.
Escalation can mean legal review, security review, a stricter pilot, or removal.
Metrics to track
| Metric | What it tells you |
|---|---|
| Tools with named owners | Whether accountability exists. |
| Tools missing backup owners | Whether reviews depend on one person. |
| Overdue reviews | Whether governance is slipping. |
| Open exceptions | Whether temporary access is becoming permanent. |
| Owner changes | Whether access survives role changes safely. |
| New connectors per month | Whether tool scope is expanding. |
| Removed tools | Whether the team can say no and clean up. |
| Incidents per tool | Whether a tool needs tighter restrictions. |
| Review time | Whether the process is light enough to sustain. |
If overdue reviews keep rising, stop approving new tools until ownership and cadence are repaired.
Evidence checked
- NIST: AI Risk Management Framework
- NIST: Cybersecurity Framework
- NIST: Privacy Framework
- Cybergiz: AI Tool Risk Checker
- Cybergiz: Small Team AI Security Checklist
- Cybergiz: AI tool pilot exit checklist
- Cybergiz: AI tool exception register template
- Cybergiz: AI tool request intake form template
FAQ
Does every AI tool need an owner?
Yes, if it remains in use for work. Low-risk tools can have a lightweight owner record, but ownerless tools should not stay approved.
Who should own a tool used by multiple teams?
Use one business owner for the main business case, one admin owner for settings and access, and source-system owners for major integrations. If no single team can own the business case, restrict the tool until ownership is clear.
How often should small teams review approved AI tools?
Use 90 days for high-risk tools, 6 months for medium-risk tools, and 12 months for low-risk tools. Exceptions should have expiry dates rather than normal review dates.
What should happen when the owner leaves?
Assign a replacement owner before the tool remains approved. If the team cannot name a replacement, restrict new usage and review offboarding, connectors, billing, and retained data.
Is a budget renewal enough for review?
No. Budget renewal is a good trigger, but the review should also cover users, data, connectors, incidents, vendor changes, and whether the tool still solves the original business problem.
How does this connect to the main checklist?
The Small Team AI Security Checklist gives the baseline controls. This template turns those controls into recurring ownership and review work after tools go live.