How to audit AI subscriptions, seats and usage credits
Review AI software costs across subscriptions, paid seats and usage credits, then decide what to keep, test or stop before the next commitment.
An AI software review gets confusing when a flat subscription, per-user seats and variable usage are treated as one kind of expense. Start by separating those charges, then connect each tool to work your business actually needs. The goal is a defensible decision about the next commitment, not a blanket rule that every overlapping product must be removed.
Inventory the charges and identify their owners
Collect the current invoices, subscription settings and relevant usage records from the people authorized to access them. List each vendor, product, billing account, owner and payment frequency. A familiar brand name may cover several separate purchases, so record the actual plan or service rather than collapsing everything into one row.
Separate recurring base charges, paid seats, usage-based charges and optional add-ons. Record the currency and the period each amount covers. A prepaid credit purchase is not automatically the same as monthly consumption; distinguish what was bought from what was used and what may expire.
HeadsUp is a manually maintained tracker. It does not discover charges from a bank account or audit vendor systems for you. Use the subscription review template to collect the evidence, then enter the verified amounts and dates you want to review.
- Vendor, service and billing account.
- Named owner and business purpose.
- Base fee, seat count and variable charges.
- Renewal date, notice terms and evidence location.
Compare useful work, not just feature overlap
Two products can both generate text while serving different workflows. One might be used for internal drafting and another embedded in a customer-support process. Before removing either, identify the work it supports, who relies on it and what would need to change if it disappeared.
Ask the owner for a few concrete examples from a representative period. Was the tool used to finish an important task, explore a temporary project or simply remain available as an option? Occasional use may be reasonable for a specialist function, while frequent use does not prove the output is valuable.
Avoid requesting sensitive prompts or customer material just to prove activity. A summary of the task, frequency and result may be enough for the purchasing decision. If a tool handles information that needs special review, involve the responsible person before consolidating that workflow into a different service.
Build a baseline without pretending usage is fixed
Consider an illustrative tool with three seats at $24 per month and $45 in usage charges in the most recent month. The base seat cost is $72, and that month’s total is $117. Multiplying $117 by twelve gives a $1,404 run-rate scenario, not a forecast that usage will remain unchanged.
Record a range if consumption varies. A planned campaign, automated workflow or experimental period can change usage substantially. Where the vendor offers spending controls or alerts, verify their current behavior in that account; do not assume a notification is a hard spending limit.
Keep the annualized-spend guide nearby when comparing billing periods. A common annual view helps comparison, but the original charge basis should remain visible so a decision maker can understand what would actually change.
Scroll sideways to see all columns.
| Component | Monthly example | Review question |
|---|---|---|
| Three paid seats | 3 × $24 = $72 | Are all three needed? |
| Usage charges | $45 in the observed month | What work drove consumption? |
| Observed monthly total | $117 | Is this period representative? |
| Twelve-month run-rate scenario | $1,404 | What could make usage rise or fall? |
Test a consolidation before cancelling a dependency
If two tools appear interchangeable, choose a small set of representative tasks and compare the results with the people doing the work. Include any export, integration or review steps that would change. A lower subscription total can be offset by more manual work or a broken handoff.
Write down the decision criteria before the test. They might include output suitability, required features, administration effort and data-handling requirements. Do not let the comparison become an open-ended search for a universally best tool. You are deciding whether a specific workflow can move successfully.
Check what must be retained before changing an account. Saved work, reusable instructions and integration credentials may have separate owners. Use the software offboarding checklist to plan the handoff before access or paid capacity is reduced.
Record the decision before the next commitment
Give each subscription a dated outcome: keep, reduce, investigate or stop. “Investigate” needs an owner and a decision date before the relevant vendor deadline. Otherwise it is simply a way to postpone the choice until the renewal has already happened.
Record the evidence behind the decision and verify the vendor action afterward. A note saying “cancel” does not show that cancellation was completed or which billing period it affects. Retain the confirmation and update the expected cost only when the change is supported by evidence.
Use HeadsUp’s free renewal notice planner to work backward from the contract dates you have checked. The product can help organize the review and calendar handoff; it does not cancel vendor accounts. Finish the audit with a small list of owned actions rather than a large inventory with no decisions.
