A firm for the AI era. Built like an operations firm.
Sim is a small custom AI implementation firm. We work with a limited number of clients at a time and build each one a system that fits their business, not a platform to learn.
Software that doesn’t understand your business won’t survive in it.
Modern AI is powerful. But on its own, it’s just a capability. What actually changes outcomes for a business is a system: one that fits a specific operation, lives inside the tools a team already uses, and gets better over time.
Sim was founded on that premise. We take on custom AI builds for businesses that want a system engineered around their operation, not a generic tool retrofitted to sort of fit. We interview the people doing the work, we map the workflows as they actually are, and we design the system before we write a line of code.
The result is AI that belongs in your business. Quiet where it should be quiet. Loud where it should be measurable. And always built in service of an outcome you can name.
How we work, in five principles.
Map the work first.
Software that doesn’t understand your business won’t survive in it. Every engagement starts with listening and mapping, not with a demo.
Fit, not features.
We build the pieces that earn their place in your operation. If a capability doesn’t change an outcome, it doesn’t ship.
Humans in the loop where it matters.
Automation is a means, not a goal. People stay in the loop wherever judgment, trust, or relationships should stay with a person.
Prove value early.
Fixed-scope first builds. Concrete acceptance criteria. Evidence, not promises, in every phase.
Leave the system better.
Usage reveals things a design can’t. We tune, extend, and document, so the system gets better in your hands, not worse.
A custom AI implementation firm.
- A small team that designs, builds, and supports the system
- A firm that starts with your operation, not our feature list
- A partner for fixed-scope engagements with real acceptance criteria
- A practice built on systems thinking and modern AI: both, not one pretending to be the other
Not what AI has trained you to expect.
- Not a SaaS product asking you to fit its workflow
- Not a slide deck or a consulting engagement with no build at the end
- Not a staffing agency pointing generic developers at AI APIs
- Not an experimenter; everything we ship is meant to run in production
If your operation is ready for a system, we’re ready to design it.
Engagements start with a short, structured conversation. Tell us what’s slow, manual, or broken. We’ll tell you what we’d build.