One Model, the governed data platform global enterprises trust to understand their workforce, today announced One Model AI Impact, extending that platform to answer the question every enterprise leader is asking: is our AI investment actually working, and what are we getting from it? AI Impact gives leaders visibility into where AI investment is going, how the technology is being used, and where stronger adoption and workflows can improve its return. It is sold and deployed as a standalone solution, or alongside One Model Workforce Intelligence, on the same governed foundation, giving enterprises one place to understand their people and how AI is being used to support work. One Model launches AI Impact extending its governed data platform to measure AI effectiveness.
AI investment is growing faster than enterprises' ability to prove its value. Most organizations can see pieces of the picture, but not the whole. Logins, licenses, tokens, and spend tell leaders how much AI is being used and what it costs. They do not reveal what work AI supports, how effectively it is being used, or where value is being created.
"Measuring AI usage alone is like judging the best chef by electricity consumption. The real measure is the outcome, not how long the burners were left on," said Kalifa Oliver, Executive Advisor & Author.
AI Impact goes beyond usage metrics with prompt-level intelligence that reveals the work behind AI activity. It shows what employees are asking AI to do, from creating documents and writing code to conducting research and drafting communications, and provides a broader view of how those activities come together across teams and workflows. Leaders can also understand the models and topic categories being discussed, along with how AI usage changes over time.
Organizations can use this intelligence to measure productivity gains, identify opportunities to reduce costs, and understand which tools, workflows, and investments are creating value, while giving leaders a clear view of where AI capability is strongest across teams and where there is still room to grow.
"Companies, including ours, have spent millions putting AI into employees' hands. I've asked myself the same question I hear from every other leader: is it actually changing how work gets done, and is it worth what we're paying for it?" said Chris Butler, CEO of One Model.
The platform was built to uphold the strictest privacy and security standards. Because prompt-level data can be sensitive, AI Impact gives organizations control over how that intelligence is accessed and used, with the ability to toggle the function on or off at the company or user level. AI Impact also leverages One Model's established security foundation, including ISO 27001:2022 and SOC 2 Type II certifications.
About One Model
One Model is the governed data platform enterprises trust to understand both halves of modern performance: their workforce and the AI working alongside it. Built on enterprise-grade data infrastructure, One Model securely aggregates, governs, and analyzes workforce and AI usage data to deliver audit-ready insights that drive strategic business outcomes.
