Platform
Understand AI results. Manage what happens next.
AI Portfolio brings projects, costs, and measured results into one view. Connected services help your team find AI use, manage access, review activity, and apply controls where needed.
One operating processExample workspaceDifferent sources. A shared view.
One place to manage more AI.
Projects · owners · evidence · next steps
Usage, spend and coverage
Results and investment
Reviews and supported controls
Operating services
Start with the work in front of you.
Use the services that fit your problem. Add others as you need them, with shared ownership and evidence across the platform.
- DiscoverShadow AI discoveryFind supported AI services in managed-browser and connected enterprise signals. Assign findings for review.
- ConnectUsage & accessBring provider usage, spending, and employee access together. Review and carry out supported access changes.
- GovernPolicy & evidenceConnect AI policy requirements to owners, controls, review decisions, and supporting records.
- SuperviseActivity reviewRetain supported enterprise-workspace activity and give reviewers a queue for assignment, review, and resolution.
- ControlGateway controlsSet allowed models, spend limits, and shutdown controls on selected workloads routed through Tallin.
AI Portfolio
Know which AI to scale, fix, or stop.
Put the intended result, assigned cost, measured outcome, open questions, and next decision beside each project. Your team supplies the business context; connected sources and imports bring in supporting records.
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 ExperienceAI accessExample workspaceAssignments and activity, side by side
Does this person still need access?
Jordan Morgan
Operations · Microsoft Copilot
- Assignment
- Assigned
- Reported activity
- None in 30 days
- Evidence source
- Connected provider
Review the assignment before removing it
Confirm the employee still needs the license. Supported write-enabled connections let an authorized administrator request a change from Tallin.
Connect / Usage & access
Review access before the next renewal.
Compare employee assignments with available activity evidence, then grant or remove access through supported provider or identity paths. Unknown activity is not treated as idle use.
Protected owners, administrators, and break-glass accounts are excluded from removal. Available actions depend on the connected provider and permissions.
Connections & controls
Connect a source. Add controls when needed.
Finance systems reconcile what AI cost. Tallin governs supported AI workflows and connects spending to project results, employee access, policy reviews, and the next decision.
- Observe
- Connected provider APIs, managed browsers, identity, and other supported sources can supply evidence without routing requests through the Gateway.
- Control
- Gateway model and budget controls apply to traffic routed through Tallin. Access actions use separately supported provider or identity integrations.
- Keep context
- A source can show spending, membership, or activity without proving every detail. Records preserve where the evidence came from and what remains unknown.
Start with one project or one source.
Explore sample data in a free trial, or walk through the setup for the providers and workflows your team uses.