The Problem Isn't AIIt's Context
Most businesses we talk to have:
Data that wasn't designed for AI
Scattered context across Microsoft 365, ERPs, CRMs...
Legacy systems that don't talk to each other
Teams who think ChatGPT is the AI
Your data exists. Your processes exist. Your knowledge exists.
It's just not organized for an AI to use it. That's where Context Engineering comes in.
Our Philosophy
How We Think About AI
The agent proposes. You approve.
The best agents know when to stop and ask. That's the design that builds trust.
Not everything needs AI. We know the difference.
If a form works, use a form. We combine deterministic flows for structured input with agentic behavior for everything else.
Not smarter models. Better engineering.
The companies that win won't have the smartest AI. They'll have the best context engineering on top of what already exists.