Practical AI for Real Business Results
Clarity, evidence, and ROI-based decisions in 30 to 45 days.
Most AI initiatives stall because teams chase complexity before the business problem is clear.
We help leadership teams identify the right opportunity, validate feasibility with real workflows, and decide confidently what is worth building next.
The Copernican Approach
AI becomes powerful when the right problem is clearly defined. Our work is grounded in a simple principle: reduce noise, find the essential insight, and test the simplest solution that works. We prioritize speed to evidence so leaders can invest with confidence or pause early before cost and complexity expand.
We are not a dev shop.
We do not sell big builds before value is proven.
If a full build is warranted, we provide a practical roadmap and you can implement with your team or a trusted partner.
The Copernican AI Sprint
A structured, outcome-focused engagement that delivers clarity and a confident build, iterate, or pause decision.
Understand the problem
Validate and prioritize
Decide and roadmap
Evidence-of-concept demonstrations
Best fit
Mid-market operators and functional leaders
PE-backed portfolio companies
Teams with clear AI urgency but unclear priorities
Organizations that want practical wins without overbuilding
Four ways to start
Opportunity Discovery
One Big Problem
Multiple Small Wins
New Product
*What Einstein actually said was “It can scarcely be denied that the supreme goal of all theory is to make the irreducible basic elements as simple and as few as possible without having to surrender the adequate representation of a single datum of experience”…but we think he would approve of the simplified version.