Featured · Story of the week
Microsoft's own research says AI value is an operating-model problem which the CFO owns
Uprovd Take Microsoft research reframes AI value as an operating-model issue, CFOs central
AI Value Intelligence Platform
Uprovd connects to your AI tools, locks a pre-AI baseline, and delivers a confidence-scored ROI report - verified, not estimated.
Built for mid-market enterprises · Customer Support, Manufacturing, Information Technology · Confidence-scored, not consultant-estimated
5 pages · Research from McKinsey, Google Cloud, IBM, MIT, BCG, Deloitte, Freshworks, CloudZero
RESEARCH
88% of enterprises use AI. Only 22% have a defined AI strategy. Just 29% can confidently measure ROI. The gap between AI investment and AI measurement is now the single biggest reason pilots fail.
Our 2026 research whitepaper synthesizes findings from McKinsey, Google Cloud, IBM, MIT, BCG, Deloitte, Freshworks, and CloudZero into a five-step framework for measuring AI value. Download the full report, or read it inline below.
Read the WhitepaperDERIVED ANALYSES
Proof in the Global News
Independent reporting on why AI governance - measuring and governing AI spend - is now a board-level priority.
Featured · Story of the week
Uprovd Take Microsoft research reframes AI value as an operating-model issue, CFOs central
Uprovd Take Gartner's warning that deployment volume is not value creation is exactly the gap Uprovd closes - we measure realized outcomes, not how many AI tools went live.
Uprovd Take The collapse of 'tokenmaxxing' confirms Uprovd's core claim: usage is a vanity metric, and only measured outcomes show whether AI actually paid off.
Uprovd Take Microsoft tightens AI tools, pivots to outcome metrics
Four steps. No complex integration. No consultant required.
Link your AI tools via REST API or CSV in under 30 minutes. Works with any tool that has usage logs- Copilot, Zendesk AI, ChatGPT, custom models.
We lock your pre-AI performance as a baseline- AHT, scrap rate, ticket cost, downtime. Every ROI calculation uses your own cost inputs, not industry benchmarks.
A confidence-scored ROI report- every formula visible, every number auditable. CFOs see exactly how reliable each figure is.
Surface which AI tools are underperforming and exactly what to do. Rule-based recommendations flag expansion opportunities and configuration issues automatically.
Connect any AI tool via API or CSV. Every event, cost, and action captured automatically in under 30 minutes.
Pre-AI performance locked as your reference point. Every improvement measured against it. Fully auditable trail.
Industry-specific formulas using your own cost inputs. Click any metric to see the full calculation. No black boxes.
Every ROI calculation rated 0–100. CFOs see exactly how reliable each number is before presenting to the board.
Rule-based engine flags underperforming AI tools, expansion opportunities, and configuration issues automatically.
One-click PDF executive summary. Net ROI, payback period, month-by-month trend. No analyst or consultant required.
Want a personal walkthrough?
Try the demo to see the platform on synthetic data tailored to your industry.
Know exactly how much your support AI saves - per agent, per ticket, per month.
Quantify AI impact on scrap, downtime, and maintenance costs. In ₹, not percentages.
Prove developer productivity gains, code quality improvements, and delivery acceleration from AI coding tools.
Our Founding Customers join Q2 2026. Real names, real numbers, real proof.
Sources: Google Cloud AI ROI Study 2025 · CloudZero State of AI Costs 2025 · MIT Sloan 2025. Read the whitepaper →
30-minute live demo. Synthetic data tailored to your industry.