IT and AI governance teams use NetLift to report AI value across the business with Evidence Quality, control tool sprawl, and recommend what to expand, review, improve or stop — without surveilling individuals.
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The problem
Who it's for
Common use cases
Metrics to measure
IT and AI governance need to show whether AI adoption is working across the business — without turning into surveillance. NetLift reports AI value by team, workflow and tool, with Evidence Quality on every claim, and is explicitly built for business-value reporting, not individual productivity scoring.
See attributed versus unallocated AI spend, overlapping tools and unused seats, so you can consolidate with evidence instead of guesswork.
14-day free trial. No credit card required.
Every team measures AI value the same way — time with and without AI, real costs, and a plain-English Evidence Quality rating — so reporting is consistent and defensible. Scoring logic and thresholds are never exposed.
Give leadership and risk a clear, evidence-backed recommendation for each AI tool and team.
14-day free trial. No credit card required.
About the author
Paige Gilmore · Founder, NetLift
Paige Gilmore is the founder of NetLift, the AI Value Management platform that helps organisations measure the cost, savings and return of AI adoption.
Paige Gilmore on LinkedInAI ROI for legal and compliance teams is calculated by subtracting the total cost of ownership from the labor value of realized time savings across core workflows like contract review and due diligence.
Read departmentsAI ROI for HR is measured by calculating the labour value of time saved on specific workflows—like recruitment screening and onboarding—minus the total cost of AI licences, implementation, and human review. Net value is realised when the cost of automated labour is lower than the manual baseline across tracked work.
Read departmentsAI ROI in procurement is measured by subtracting the total cost of ownership from the labor value of time saved on tasks like contract comparison and spend analysis. Net value is realized when the cost of licenses, implementation, and human review is lower than the cost of the manual hours saved.
Read departmentsAI ROI for engineering is calculated by subtracting the total cost of ownership—including licenses, implementation, and rework—from the labor value of the time saved on specific workflows. NetLift measures this through a deterministic model that compares the time taken for work with and without AI assistance.
Read departmentsAI ROI for customer support is the labor value of time saved on tasks like routing and summarization minus the total cost of licenses, implementation, and human review. NetLift calculates this by comparing the time work takes with AI against historical baselines to determine a clear payback period.
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