AI Portfolio
Back your next AI investment with confidence.
You’re being asked where AI is paying off. Put each project’s cost beside its measured results, then bring leadership a decision you can explain, with the open questions still visible.
Leadership decision brief · ExampleCustomer support assistant
- Owner
- Head of Customer Experience
- Sources
- Provider usage + supplied support results
- Open evidence
- Resolution quality and a comparable baseline
Hold expansion, with a clear reason.
The team will check response quality and the baseline before adding another team. Leadership can see the decision, its owner, and the evidence still needed.
Illustrative decision · Shared costs need allocation; savings are not verifiedCompare the decisions
Different projects. Different next steps.
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 ExperienceOne project, end to end
A useful pilot is not yet a case to expand.
In this product example, the team has usage and cost evidence, but still needs a comparable outcome baseline. Tallin keeps that question next to the project so leadership can make the next decision with context.
- Project
- Customer support assistant · owner: Head of Customer Experience
- Intended result
- Resolve eligible support requests while maintaining response quality.
- Assigned cost
- $2,400 in tracked monthly cost. Confirm any shared costs before treating this as the full project cost.
- Measured outcome
- 72% of eligible requests marked resolved in the sample support results. Review response quality before expansion.
- Missing evidence
- No comparable baseline for resolution quality. Reported time savings are not verified financial savings.
- Next decision
- Hold expansion. The Head of Customer Experience owns the quality and baseline review before another team joins.
How the record comes together
Connected records. Business context from your team.
- Tallin brings in
- Available usage, cost, access, and discovery records from the sources you connect. Their source and refresh state stay visible.
- Your team confirms
- The projects, business owners, intended results, relevant costs, and measures of success. Shared costs need an allocation rule.
- You review together
- Measured results, team attestations, estimates, and unknowns. Time saved does not automatically become realized financial return.
- You record
- The decision to scale, fix, hold, or stop, with an owner and the evidence or action needed next.
Optional guided engagement
Work through a Portfolio Snapshot with us.
A guided review of up to five priority AI projects, separate from software access. We organize known costs and results, identify missing evidence, and prepare a leadership readout with decisions and owners.
We'll confirm scope and pricing with you before any engagement begins.
Start with the project you need to decide on.
Explore AI Portfolio in the full-product trial and Tallin Core, or see how it fits your team in a demo. Individual services do not include full AI Portfolio access unless separately agreed.