Solutions · Finance & Leadership

Decide what to renew, expand, or stop.

Put AI project costs beside measured results and the questions still open. Give renewal and budget decisions an owner, a source record, and a next step.

TallinAI PortfolioExample workspace

From spend to a decision

Where should we invest next?

August review
Tracked monthly cost
$4,850
AI projects
3
Needs a decision
3

The evidence behind the decision

Customer support assistant

Project monthly cost
$2,400
What we know
72% of eligible requests resolved
Based on
Provider usage + support results
Next step

Check the quality of resolved requests with the support lead.

Owner: Head of Customer Experience

The decision before renewal

Low usage is a question to check, not an automatic cancellation.

A team requests another year of AI licenses. Finance can review paid-seat evidence and available activity, ask the owner what is still needed, then approve the appropriate action.

Check the source
Confirm that the record establishes a paid seat. Workspace membership alone does not prove a license charge.
Check the activity
Distinguish no observed use from missing or stale usage data. Unknown activity is not an idle seat.
Ask the owner
Confirm upcoming work, shared use, and whether the license can be removed without disrupting a project.
Decide
Retain, review, or remove the license through a supported provider action. Record the approval and verify the resulting provider state.

The expansion decision

Do the results support a larger budget?

Measured result
Use the project's recorded outcome and a comparable baseline. Keep the measure, period, and source with the decision.
Reported time savings
Treat team-reported time saved as an attestation. Do not convert it into realized financial savings without the necessary evidence.
Estimate
Keep estimated opportunities, allocation assumptions, and confidence visible. A forecast is not an achieved return.
Missing evidence
Hold expansion or assign a measurement follow-up when cost or outcome evidence is incomplete. Give that work a named owner.

Cost and control

Know which amounts you can act on.

The ledger keeps billed cost, usage-based estimates, allocated amounts, and team-supplied evidence distinct. Provider-direct usage may be observed without passing through the Gateway.

License decisions
Review paid-seat and activity evidence before applying a supported, permissioned provider access action.
Routed budgets
Set actor budgets and automatic cutoffs for new gateway-routed requests. These limits do not stop license charges or provider-direct spend.
Project allocation
Confirm which costs belong to the project and how shared contracts are assigned. Unresolved cost stays visible.

Savings analysis identifies and verifies lower-cost model opportunities on eligible governed traffic. It does not change live routes; administrators apply any model-scope change separately.

Want a guided review of up to five priority AI projects? Scope and pricing are confirmed before the engagement.

Request a Portfolio Snapshot

Bring the next AI spend decision into focus.

Explore AI Portfolio in the full-product trial or review a renewal, project budget, or missing outcome measure with us.

AI Portfolio for Finance and Leadership | Tallin