Baseline confidence
Sources, coverage gaps, shared costs and unsupported savings assumptions.
India and international teams
Cloud & AI Economics Diagnostic
For SaaS, platform and AI teams whose cloud, model or GPU spend is rising faster than decision confidence.
Fixed scope
Make cost assumptions visible before buying another tool or commitment.
Ownership & allocation
Who owns each major cost driver and how it maps to product, customer or workload.
Scale scenarios
Unit-economics tree, decision thresholds and questions before reserved capacity or vendor commitments.
Deliverables
An owner-ready economics decision pack.
- Baseline and evidence-confidence record
- Allocation and ownership map
- Cloud/AI unit-economics tree
- Three decision scenarios with assumptions
- 30-day evidence and action backlog
Evidence boundary
The first review can use redacted exports and owner-provided summaries. No cloud credentials are required for scoping.
This is not accounting, tax, procurement or investment advice. Savings and ROI are not claimed until measured against approved evidence.
Comparison
Use the diagnostic before the tooling decision.
| Option | Useful for | Question that may remain |
|---|---|---|
| Native cloud dashboards | Provider usage and billing views | Does the allocation support the business decision? |
| FinOps platform | Ongoing visibility and optimization workflows | Are ownership, data quality and decision thresholds defined? |
| MSP or engineering review | Infrastructure changes and implementation | Is the investment case separated from delivery incentives? |
| AICloudStrategist diagnostic | Independent evidence and decision framing | Implementation follows only after the decision pack |
Bring the cost question, not your credentials.
We confirm fit, safe input requirements and the first decision within one business day.
Request a fit review