AI ROI Intelligence
See What Your
AI Is Actually
Worth.
Umbral Intelligence delivers a proprietary approach to true AI ROI evaluation and derived actionable insight — turning AI spend into measurable, defensible business value.
The Questions
Every CFO is asking.
We answer them.
Umbral Intelligence surfaces the answers executives actually need — built on proprietary methodology, not guesswork.
How much are we actually spending on AI?
A unified contract registry surfaces every AI seat, license, and subscription — with cost and renewal tracking built in.
What is the return on our AI investment?
A proprietary 0–150 ROI score with research-backed per-vendor attribution.
How much headcount could AI realistically replace?
Research-adjusted attrition value built on proprietary task-level automation and workforce impact baselines.
How It Works
From integration to insight in days.
Four steps from first connection to a board-ready ROI number.
Connect
Plug in your AI vendors in minutes — zero custom engineering required.
Analyze
Proprietary research fuses task-level baselines with workforce impact forecasts.
Score
Every investment receives a 0–150 ROI Score with full attribution.
Act
Know which tools to expand, renegotiate, or cut — with defensible numbers.
Platform Capabilities
Built for the executive
who owns the number.
Purpose-built modules for enterprise AI accountability.
Investment Analysis
AI contract registry with spend charts, cost-per-seat breakdowns, utilization signals, and renewal tracking.
ROI Scoring
The Umbral Intelligence 0–150 ROI Score — a proprietary model with trend analysis, break-even, and per-vendor attribution.
Attrition Value
FTE-equivalent savings, research-adjusted using task-level automation and workforce impact baselines.
Get Started
Stop guessing.
Start measuring.
Replace gut feel with hard numbers on your AI portfolio.
Trusted by finance, operations & technology leaders at enterprise scale