ROI intake
Estimate complexity, not invented savings
Enter rough estate signals. We frame directional efficiency themes only. No fabricated percentage claims.
Directional framing
Where consolidation pressure shows up.
5 clusters · 32 GPUs · ~8 adjacent tools → directional consolidation opportunity (not a savings guarantee).
- · Relative ops surface index: ~5 (relative unit, not $)
- · GPU signal: material GPU ops load
- · Theme: fewer consoles, clearer tenancy, governed AI capacity
Not a financial model. Sales validates assumptions in a demo or assessment.
Next step
Send your intake to the team.
We'll use these bands to prepare a demo or assessment, not to quote unverified savings.