Manage more AI. Make better decisions.
Every AI provider.One operating system.
See what your AI costs, what it delivers, and what needs attention. Tallin brings project results, employee AI use, and governance into one place, so you can manage more AI with confidence.
30 days. No credit card. Start with sample data or connect a source.
Across every provider
Your AI tools. Finally under one roof.
Turn fragmented AI activity into clear decisions on cost, access and risk. Then act on them.
AI PortfolioExample workspaceFrom spend to a decision
Where should we invest next?
- 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
Check the quality of resolved requests with the support lead.
Owner: Head of Customer ExperienceSelect a project to see its costs, evidence, and next step.
See. Decide. Act.
One record. Every provider.
Actor, model and cost on every row.
Every total traces back to its rows.
| Time | Actor | Model | Cost | Coverage |
|---|---|---|---|---|
| 14:02:11 | j.alvarez · human | claude-sonnet-5 | $0.0214 | Observed |
| 14:02:13 | invoice-copilot · app | text-embedding-4 | $0.0009 | Enforced |
| 14:02:16 | invoice-copilot · app | gpt-flagship | $0.0382 | Enforced |
| 14:02:19 | m.rodriguez · human | claude-opus-5 | $0.1147 | Observed |
| 14:02:22 | p.shah · human | copilot-m365 | per seat | Observed |
| 14:02:24 | triage-agent · agent | claude-haiku-4-5 | $0.0041 | Enforced |
| 14:02:27 | e.brooks · human | copilot-chat | per seat | Observed |
| 14:02:31 | claims-batch · app | claude-sonnet-4-5 | $0.0930 | Observed |
| 14:02:35 | unknown | perplexity.ai | unknown | Not covered |
Governance stays part of the work
Find it. Review it.
Do something about it.
AI Portfolio helps you make the decision. Tallin’s management services help you follow through.
Identify Shadow AI.
See AI activity reported by managed browsers and connected sources. Investigate use that is not yet accounted for.
Manage usage, spend, and access.
Bring multi-provider records together. Review idle licenses and request supported access changes from Tallin.
Show how your AI policy is followed.
Flag potential compliance issues in supported AI conversations, route them for review, and keep each decision on record for audit.
Put limits on routed AI traffic.
Apply configured model and budget checks to requests passing through the Tallin Gateway.
Different connections provide different visibility and controls. See what each source covers →
A useful answer, not another dashboard
“What are we getting
out of this?”
Give leadership the costs, results, and open questions behind the next investment decision. Give Finance a record it can check, not an unexplained ROI score.
Tallin keeps missing costs and unverified outcomes visible. Your team supplies the business context and makes the decision.
Explore the decision brief How to choose a useful result measureAI decision briefExample workspaceLeadership review · August
Customer support assistant
- Included AI cost
- $2,400 / month
- Measured result
- 72% resolved
- Decision
- Review before expanding
What the result means
72% of eligible support requests were resolved in the supplied results. Human review of resolution quality is still outstanding.
What the cost includes
Attributed provider usage. Implementation costs and internal staff time have not been supplied. This is not a complete ROI calculation.
Who does what next
The Customer Experience lead will review a sample of resolved requests before recommending expansion.
Basis: connected provider costs + supplied support results · Evidence gaps remain visible
Built for review
Evidence behind each decision.
Each figure shows where it came from and what it does not cover, so leadership, Finance, and compliance can check a decision for themselves.
- Costs you can trace.Totals are built from the provider records behind them, and missing costs stay visible.
- Assumptions on the record.Time saved becomes a dollar figure only when the assumptions behind it are written down alongside it.
- People make the call.Tallin proposes and your team decides. Nothing it recommends is applied without approval, and the owner and follow-up stay on the record.
- Nobody is scored.Individuals are never ranked or rated. Findings are evidence, not accusations.
Start small
You do not need to connect
everything on day one.
Start with the question your team already needs to answer.
- 01
Explore with sample data.
Open a free workspace and see how projects, reviews, and evidence fit together.
- 02
Add one project or source.
Connect a provider, supply a cost or result, or invite the right administrator. Tallin sends them a setup link.
- 03
Get to a useful next step.
See what is known, what needs attention, and who should act. Expand when you are ready.
Connecting a provider needs administrator access to it. You can explore Tallin before that connection is ready.
A clearer view of the AI you are paying for
Bring your next AI question.
We will show you how Tallin helps answer it in a 30-minute walkthrough.