We reframe businesses soAI can work inside them.
We work with founders and small teams who want AI to actually help, not just add another tool. We start with how your business really runs, then get it organized so AI has something solid to work with.
Most businesses have more room to grow than they think. What holds them back is how things are set up.
How we thinkabout this work.
AI is powerful in proportion to the clarity of the systems it operates within. We always reframe the architecture before deploying any automation.
We don't patch broken systems. We reframe the operational layer — knowledge, workflows, tools — as a coherent whole.
Every engagement ends with your team fully in control of a system they understand. We build capability, not dependency.
We move with intention. Reframing operations takes rigor. We take the time to get the architecture right.
Our benchmark for every system: can an AI agent navigate it reliably? If not, we haven't finished the work.
We tell you what we actually see in your operations — including the hard parts. Clarity is more valuable than comfort.
Built by operators,not consultants.
Founder-led. Reframe came from working inside businesses that needed this most, because the same problems kept showing up everywhere.
— Women-Owned Studio
A decade inside product and operations at companies scaling faster than their systems could handle. Part product thinker, part operator, part customer advocate. She maps how work really gets done, designs AI-native systems around it, and stays close to the people who have to live with them.
Most AI failures are system design failures in disguise. She designs the other kind.