Start with the operation.
The business problem, workflow, economics, and authority structure come before the model or tool.
About Measured Intuition
Put AI to work with clear ownership.
We help businesses choose where AI can improve performance, build the required systems and support their teams through rollout.
Why this exists
Assign responsibility for the result.
AI projects cross business teams, IT, software providers and leadership. Agree who owns the result and who can resolve decisions across those groups.
We assess the problem, build the system, help your team use it and review the results.
Principles
How we work.
The technology changes quickly. These standards do not.
Put it into real work.
A prototype is useful only when it leads to a reliable production system people actually use.
Automate work, not accountability.
Consequential decisions remain with the people responsible for customers, money, relationships, and risk.
Prove the business improved.
Every implementation begins with a baseline and ends with an operating scorecard.
Experience
Built from operating experience.
Our work combines product leadership, hands-on engineering and team adoption. Our experience includes ML product development, developer platforms and AI adoption across business functions.
Turn one business priority into the first result on your AI roadmap.
Discuss your projectSelected implementation and transformation work
Read the anonymous case studies, with measured results, technical contributions and current rollout boundaries.
See the experience behind our work
Our approach draws on work across software, user experience and business processes. Earlier founder work increased usable ML training data by redesigning collection; later product work included an AI adoption initiative across five functions. Read the ML data-workflow case and the organizational adoption case.
Read our founder’s bio. For technical writing and selected projects, visit our founder’s writing and projects. For the current engagement, see AI leadership and implementation.