Who it helps
- Teams with model usage estimates or logs
- Product owners managing AI unit economics
Agent · AI_04
AI Cost Optimizer
A bounded AI FinOps review that avoids claiming savings without supplied usage evidence.
Delivery
Instant AI report
Access
3 free runs / day
Three completed AI runs per rolling 24 hours are included during preview. Payment is not enabled.
What you get
- 01Cost-driver findings
- 02Routing opportunities
- 03Caching actions
- 04Measurement gaps
- 05Saved report
Opens your Nurpam marketplace workspace. Account access may be required.
The workflow
- 01
SUPPLY USAGE
- 02
FIND DRIVERS
- 03
DESIGN ROUTING
- 04
TRACK SAVINGS
What should improve
- Visible cost drivers
- Prioritized optimization experiments
Know the boundaries
- Guaranteed provider pricing or savings
Verification record
Claims backed by release checks.
Verification describes checks performed on this release. It is not a security guarantee or compliance certification.
ACCESS
Clerk-authenticated workspace
OUTPUT
Schema-validated structured report
RECORD
Persistent run with model and token metadata
Installation
5–15 minutes per first-pass analysis
Estimated for a compatible project; environment differences can change this.
Updates
Versioned delivery
Hosted prompts and controls may be improved without changing saved historical results.
Support
Explicit boundaries
Free preview support is best-effort by email. Human review and implementation are scoped separately.
Known limitations
- The analysis is limited to the text and evidence supplied
- Generated findings require qualified human review before production decisions
Review the verification policy, documentation and license terms.
Let’s find the fit
Start with your project.
Tell us what you need from AI Cost Optimizer. We will agree the scope and next step together.