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Review Team Data Access

Review each dataset access entry against current work, record a dated retain, revoke, or escalate decision, and hand approved changes to the access administrator.

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Overview

Review Team Data Access is a one-page wiki guide for dataset owners and managers who need to check whether existing access still matches current work. It uses a fictional Northstar Analytics review of the Store Demand dataset to show both sides of the decision: a demand planner retains read access because weekly forecasting still needs the data, while a former project analyst is recommended for revocation after the project ends and their role changes.

The page lays out a practical sequence: start from an authoritative access list, compare each entry with current responsibilities and the dataset’s purpose, resolve role changes, decide retain, revoke, or escalate, and record the reasoning and evidence. Its example record includes the export date, review date, responsibility checked, rationale, decision owner, evidence reference, and handoff. A role section distinguishes the dataset owner’s decision and recordkeeping from the manager’s responsibility confirmation and the administrator’s access changes.

Use this template as a starting point for a review under your organization’s approved access-review practice. It is especially useful after a project ends, when a person changes teams, or when an access entry is unclear. It does not prescribe review frequency, define legal requirements, connect to an access-management system, or change permissions. Do not use the fictional example as proof that an actual access change was completed; the owner must follow the organization’s approved route and record the administrator’s handoff separately.

Standards & compliance context

Treat this page as a review aid, not as a certification of compliance; confirm applicable requirements with your organization’s privacy, security, or data-governance function.
Use the approved access source and retain evidence according to organizational policy, since the example’s dates and records are fictional.
Follow the organization’s authorization and change-control route for removals; this guide itself does not modify access.
Keep the page readable with clear headings and accessible table content, and check it against WCAG 2.1 AA when publishing for an audience that includes people with disabilities.

General regulatory context for orientation only — verify current requirements with counsel or the relevant agency before relying on this template for compliance.

What's inside this template

Check that existing access still matches the work

This fictional Store Demand example introduces the review’s purpose and intended readers.

For dataset owners and managers reviewing who can still open a dataset. Fictional example: Northstar Analytics reviews who can read its Store Demand dataset, which holds weekly store-level demand history used for forecasting.

The review in brief

Use this overview to distinguish a documented review decision from an actual change to permissions.

An access review asks one question about each person, group or service account on a dataset's access list: does their current work still need this access? Each entry ends with a retain, revoke or escalate decision, a one-line reason and a review date. The dataset owner keeps the record. The review does not change access itself; approved removals go to the access administrator. This example shows how the work is coordinated. Your organization's approved access-review practice decides scope, cadence and who may approve changes.

Two entries, two decisions

Compare a justified retain decision with a revoke recommendation after a project ends.

Example judgments from the Store Demand review on 14 March 2025. They show the reasoning, not completed actions. Access on the list Read access to Store Demand Current responsibility Builds the weekly store forecast Project ended in January; now on another team Stated purpose still true? Yes: forecasts use this data every week No: no current task needs the dataset Recommendation Retain Revoke Reason in one line Role and purpose unchanged since the last review Assignment ended; access was only for that project Next step Record the decision; no change needed Owner asks the access administrator to remove it

How to run the review

Follow the sequence from authoritative access list to reasoned decision and administrator handoff.

1. Start from the authoritative access list Use the list your organization treats as the source of truth, such as an export from the system that grants access. Note the date you pulled it, because the record should say which version you reviewed. Do not work from memory or an old spreadsheet. 2. Compare each entry with current responsibilities For every person, group or service account, ask what work they do now and which task needs this dataset. Managers know current responsibilities; the dataset owner knows the business purpose of the data. Compare the two for each entry. 3. Resolve role changes before deciding When a person has moved teams, changed projects or taken on new duties, ask their manager to confirm in writing what they now do. If the purpose is unclear, ask the dataset owner. Do not retain access just because nobody objected. 4. Decide retain or revoke, with a reason Retain when a current responsibility needs the access and the purpose is unchanged. Revoke when no current responsibility needs it, or the original purpose has ended. Escalate when you cannot tell, or the access is wider than the stated purpose needs. Use the decision route your organization has approved. 5. Record it and hand off changes Write the review date, the entry, the responsibility checked, the decision, the reason and where the supporting evidence is kept. The dataset owner then asks the designated access administrator to make any approved removals. The review itself does not change access.

Example decision record: Entry 2

See how the fictional revoke recommendation is supported by a dated list, responsibility check, rationale, and evidence reference.

A fictional completed record for the revoke decision above. Use the same fields for each entry you review. Field Example entry Dataset Store Demand (weekly store-level demand history), Northstar Analytics Review date 14 March 2025 (Q1 review) Access list reviewed Export dated 12 March 2025, 12 entries in total Entry reviewed Former project analyst, read access Current responsibility Moved to the Supplier Reporting team on 20 January 2025 Stated purpose Analysis for the Q4 assortment project, which closed in January Recommendation Revoke Rationale The project ended, and no current task on the new team uses Store Demand. The manager confirmed this on 13 March. Evidence reference 12 March access-list export; manager's 13 March confirmation message; both filed with this review Decision made by Store Demand dataset owner Handoff Dataset owner asks the access administrator to remove the entry and notes the date of that request

Who does what

Use these role descriptions to coordinate the owner’s decision, the manager’s confirmation, and the administrator’s access change.

Three roles share the review. Your organization's own role names may differ. Dataset owner Owns the review and the decision record. Confirms the business purpose of the data Decides retain or revoke for each entry Files the record and evidence together Manager Clarifies what each team member does now. Confirms current responsibilities in writing Flags role changes since the last review Says whether a stated purpose still applies Access administrator Carries out access changes the owner has approved. Provides the authoritative access list Removes or changes access when asked by the owner Confirms back to the owner when the change is done

Situations reviewers ask about

Use these answers to handle changed roles, unidentified entries, retain records, and evidence storage.

A person moved teams but may still need the data. What do I do? Ask their new manager to describe the task in writing. If a current task needs the dataset, retain the access and record that task as the purpose. If the manager cannot name one, revoke it. The person can request access again for any future need. I cannot tell who an access entry belongs to. Do not retain it by default. Ask the access administrator what the entry is and who requested it, then ask that person's manager or the dataset owner for the purpose. Record the entry as escalated until someone can name a current responsibility. Should I record a retain decision as well as a revoke decision? Yes. A retain decision with a date and reason shows the entry was checked against current work, not skipped. In the example above, the demand planner's retain decision takes one short record, like the revoke. Where does the evidence go? Keep it in the location your organization has designated for access-review records, and write that location and the file names in the Evidence reference field. If you do not know the location, ask your data governance or security contact before closing the review.

How to use this template

Confirm the dataset owner, manager, access administrator, evidence location, and decision route under your organization’s approved access-review practice.
Obtain the authoritative access list from the approved source and record the export date and dataset purpose before reviewing entries.
For each person, group, or service account, ask the manager or owner to confirm the current responsibility and the task that needs the dataset.
Choose retain when current work needs the access, revoke when no current work needs it, or escalate when identity, scope, or purpose remains unclear, and write a concise reason.
Record the review date, list version, evidence reference, decision owner, and handoff for every entry, including retain decisions.
Ask the designated access administrator to carry out approved changes, then note the request and confirmation through your organization’s process.

Best practices

Use the access list your organization treats as authoritative and note its export date so reviewers can identify exactly what they checked.
Ask managers to confirm current responsibilities in writing when someone has changed teams, projects, or duties.
Tie every retain decision to a named current task rather than relying on historical access or lack of objection.
Use escalate when an account, group membership, service account purpose, or approval authority cannot be established.
Record a dated rationale for retain decisions as well as revocations so the review shows each entry was considered.
Keep the review record and its evidence references in the organization-designated location, not in an unapproved personal file.
Separate the owner’s recommendation and decision record from the administrator’s actual access change; do not mark a removal complete until the approved handoff is confirmed.
Set review scope and cadence through the organization’s approved process instead of treating the fictional Q1 example as a required schedule.

What this template typically catches

Issues teams running this template most often surface in practice:

An access export is old or was not obtained from the authoritative source.

A former project contributor still has access after the project purpose ended.

A person’s team or responsibilities changed, but the access rationale was never revisited.

A retain decision has no current task or business-purpose explanation.

A group or service account appears on the list without a confirmed owner or purpose.

A revoke recommendation is recorded as if the permission has already been removed.

Evidence is referenced vaguely or stored somewhere reviewers cannot locate.

The dataset owner, manager, and access administrator roles are unclear, leaving decisions or handoffs unfinished.

Common use cases

Retail analytics dataset owner

A dataset owner reviews access to weekly store-demand history after a forecasting cycle and checks that each retained entry still supports current work. The Northstar example shows how to document a retain decision alongside a recommendation to revoke access used only for a closed project.

Manager handling a team move

When an employee transfers to another team, the manager confirms the new responsibilities in writing and identifies any current task that still needs the dataset. If no task remains, the owner can document a revoke recommendation with the role change and purpose as evidence.

Data platform administrator supporting an owner

An administrator provides the approved access-list export and handles removals requested through the organization’s decision route. The guide helps keep the administrator’s implementation distinct from the owner’s review decision.

Data governance lead standardizing review records

A governance lead can adapt the example fields to align with an established review process, including evidence location and escalation route. The page is a reference for reviewers, not a replacement for policy or an access-management system.

Frequently asked questions

What access is this review guide intended to cover?

The example covers a dataset access list, including entries for people, groups, and service accounts. Review each entry against a current responsibility and the dataset’s stated business purpose. Follow your organization’s approved practice for deciding which datasets, access types, and locations are in scope.

How often should a dataset access review happen?

The page does not prescribe a universal cadence. Set the schedule through your organization’s approved access-review practice, and record the review date and the date of the access-list export. Revisit access when responsibilities or project purposes change if your process calls for an interim review.

Who makes the decision and who changes access?

In the example, the dataset owner owns the review, confirms the data’s purpose, and records the decision. Managers confirm current responsibilities, while the access administrator supplies the authoritative list and carries out changes requested by the owner. Adapt these role names to your organization’s approved responsibilities.

Does this template satisfy a legal or regulatory access-review requirement?

It is a practical guide and fictional example, not a statement of legal compliance or a substitute for your organization’s controls. Requirements vary by data type, jurisdiction, and internal policy. Ask your privacy, security, or data-governance lead which review scope, approval authority, evidence retention, and cadence apply.

What should reviewers do when an account or purpose is unclear?

Do not retain the entry by default or treat silence as approval. Ask the access administrator to identify the entry, then ask the relevant manager or dataset owner to confirm a current purpose. Record it as escalated until the approved decision route resolves the uncertainty.

Can I customize the decision record for our review process?

Yes. Keep the core evidence clear: dataset, review date, access-list version, entry, current responsibility, decision, rationale, evidence reference, decision owner, and handoff. Add fields required by your process, and remove or rename fields only if the resulting record still supports an auditable decision.

Does the page connect to an access-management system or remove permissions?

No. The worked example is static content; it does not connect to a live access list or change permissions. Reviewers must obtain the authoritative list through their approved process, and the dataset owner must hand approved removals to the designated access administrator.

How should we roll out this review guide?

First confirm the owner, manager, administrator, evidence location, and decision route under your organization’s practice. Run a small review using a current access-list export, explain how to handle unclear entries, and check that each decision has a reason and dated evidence. Then apply the agreed cadence to the relevant datasets.

Why use a structured review instead of an ad hoc spreadsheet check?

An ad hoc check can omit retain decisions, rely on stale lists, or leave unclear who should approve and carry out removals. This page makes the comparison, decision options, evidence fields, and handoff explicit. It does not replace a controlled system of record if your organization requires one.

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Rolled out to every employee at AutoZone (125,000), PetSmart (50,000+), A.S. Watson and Raley's (20,000) — and at larger retailers we are not permitted to name.

Check that existing access still matches the work For dataset owners and managers reviewing who can still open a dataset. Fictional example: Northstar Analytics reviews who can read its Store Demand dataset, which holds weekly store-level demand history used for forecasting. The review in brief An access review asks one question about each person, group or service account on a dataset's access list: does their current work still need this access? Each entry ends with a retain, revoke or escalate decision, a one-line reason and a review date. The dataset owner keeps the record. The review does not change access itself; approved removals go to the access administrator. This example shows how the work is coordinated. Your organization's approved access-review practice decides scope, cadence and who may approve changes. Two entries, two decisions Example judgments from the Store Demand review on 14 March 2025. They show the reasoning, not completed actions. Access on the list Read access to Store Demand Current responsibility Builds the weekly store forecast Project ended in January; now on another team Stated purpose still true? Yes: forecasts use this data every week No: no current task needs the dataset Recommendation Retain Revoke Reason in one line Role and purpose unchanged since the last review Assignment ended; access was only for that project Next step Record the decision; no change needed Owner asks the access administrator to remove it How to run the review 1. Start from the authoritative access list Use the list your organization treats as the source of truth, such as an export from the system that grants access. Note the date you pulled it, because the record should say which version you reviewed. Do not work from memory or an old spreadsheet. 2. Compare each entry with current responsibilities For every person, group or service account, ask what work they do now and which task needs this dataset. Managers know current responsibilities; the dataset owner knows the business purpose of the data. Compare the two for each entry. 3. Resolve role changes before deciding When a person has moved teams, changed projects or taken on new duties, ask their manager to confirm in writing what they now do. If the purpose is unclear, ask the dataset owner. Do not retain access just because nobody objected. 4. Decide retain or revoke, with a reason Retain when a current responsibility needs the access and the purpose is unchanged. Revoke when no current responsibility needs it, or the original purpose has ended. Escalate when you cannot tell, or the access is wider than the stated purpose needs. Use the decision route your organization has approved. 5. Record it and hand off changes Write the review date, the entry, the responsibility checked, the decision, the reason and where the supporting evidence is kept. The dataset owner then asks the designated access administrator to make any approved removals. The review itself does not change access. Example decision record: Entry 2 A fictional completed record for the revoke decision above. Use the same fields for each entry you review. Field Example entry Dataset Store Demand (weekly store-level demand history), Northstar Analytics Review date 14 March 2025 (Q1 review) Access list reviewed Export dated 12 March 2025, 12 entries in total Entry reviewed Former project analyst, read access Current responsibility Moved to the Supplier Reporting team on 20 January 2025 Stated purpose Analysis for the Q4 assortment project, which closed in January Recommendation Revoke Rationale The project ended, and no current task on the new team uses Store Demand. The manager confirmed this on 13 March. Evidence reference 12 March access-list export; manager's 13 March confirmation message; both filed with this review Decision made by Store Demand dataset owner Handoff Dataset owner asks the access administrator to remove the entry and notes the date of that request Who does what Three roles share the review. Your organization's own role names may differ. Dataset owner Owns the review and the decision record. Confirms the business purpose of the data Decides retain or revoke for each entry Files the record and evidence together Manager Clarifies what each team member does now. Confirms current responsibilities in writing Flags role changes since the last review Says whether a stated purpose still applies Access administrator Carries out access changes the owner has approved. Provides the authoritative access list Removes or changes access when asked by the owner Confirms back to the owner when the change is done Situations reviewers ask about A person moved teams but may still need the data. What do I do? Ask their new manager to describe the task in writing. If a current task needs the dataset, retain the access and record that task as the purpose. If the manager cannot name one, revoke it. The person can request access again for any future need. I cannot tell who an access entry belongs to. Do not retain it by default. Ask the access administrator what the entry is and who requested it, then ask that person's manager or the dataset owner for the purpose. Record the entry as escalated until someone can name a current responsibility. Should I record a retain decision as well as a revoke decision? Yes. A retain decision with a date and reason shows the entry was checked against current work, not skipped. In the example above, the demand planner's retain decision takes one short record, like the revoke. Where does the evidence go? Keep it in the location your organization has designated for access-review records, and write that location and the file names in the Evidence reference field. If you do not know the location, ask your data governance or security contact before closing the review.