Prove Your AI Investment Is Working, Not Just Deployed
You are responsible for one of the most expensive and highest-stakes initiatives in your organization’s history. The AI budget is set, the tools are deployed, and now everyone wants to know: is it working? Prodoscore is the only platform that connects AI tool adoption to actual behavioral change giving you the evidence you need to prove ROI, accelerate what is working, and course-correct where it is not.
Some of the companies that rely on Prodoscore
The Challenge
Most AI transformation leaders are operating without a measurement layer. They can tell the board which tools were purchased and how many seats were assigned but can’t tell them whether those tools changed how people work, which is the only measurement that actually matters.
Login data and seat utilization tell you nothing about whether AI tools are being integrated into daily workflows in meaningful ways.
Some teams embrace new tools quickly. Others barely touch them. Without visibility into who is adopting and who is not, targeted enablement is impossible.
Organizations can point to the line item but cannot quantify the manual hours eliminated, the work accelerated, or the output gains produced. That makes the next budget cycle a harder conversation than it needs to be.
Employees default to unapproved AI tools when the sanctioned ones do not meet their needs — creating compliance exposure and fragmented workflows that leadership cannot see.
How Prodoscore Helps
AI Adoption Scorecard
Prodoscore measures actual AI tool engagement versus licenses purchased across your entire workforce. You can see adoption by team, role, and individual — not just whether someone logged in, but how deeply the tool is integrated into their daily work pattern.
Operational ROI
Understanding utilization and adoption across all cloud applications enables executives to confirm whether technology purchases translate into higher output or not. Prodoscore data also surfaces underutilized licenses and redundant tools, resulting in direct, documentable cost savings.
Identify Your AI Superusers
The employees who have genuinely changed how they work with AI produce measurably more output. Prodoscore identifies them, surfaces what they are doing differently, and provides a replicable model to accelerate adoption across the organization.
Modernization Velocity
Track in real time how fast each part of your workforce is shifting from legacy processes to AI-powered tools. Understand where friction is slowing transformation down and target your change management investment where it will have the most impact.
Reclaimed Time, Quantified
Prodoscore identifies repetitive manual work and friction patterns, then calculates how many operational hours have been reclaimed through better technology adoption. That number is your ROI story — concrete, defensible, and board-ready.
No Blind Spots
Web-only analytics miss the full picture. Prodoscore’s Desktop Connect captures activity across all applications, including desktop-heavy workflows that AI tools are designed to replace, so adoption metrics reflect how work actually happens.
Key Statistics
More productive: employees who effectively adopt AI tools versus those who do not
Of HR leaders planning semiautonomous AI implementation in the next 12 months
Annual global spend on AI tools with no objective way to measure adoption
More productivity from AI users, based on Prodoscore customer data
Featured Resources
Prodoscore Strengths/Differentiators
Who We Serve
Prodoscore captures actual behavioral engagement across every application your workforce uses, including desktop tools, so you can see how deeply AI tools are integrated into daily work patterns rather than simply whether someone accessed the platform. That distinction is what separates adoption data from usage data.
Yes. Prodoscore surfaces the activity patterns of employees who have genuinely changed how they work since AI tools were introduced, and correlates that with measurable output differences. Those employees become a replicable model for accelerating adoption across the rest of the organization.
Prodoscore’s Desktop Connect captures activity across all applications, including unapproved tools employees may be using in place of sanctioned AI platforms. That visibility gives IT leaders the audit trail they need to govern AI rollout and address compliance exposure before it becomes a problem.
