About Orelyn
We're the engineers who go in.
Orelyn is a forward-deployed AI studio. We embed inside our clients' operations, build on their real data, and stay until their teams run the systems without us. It's the model Palantir invented and every serious AI lab now copies. We bring it to companies that can't burn $500k finding out their pilot didn't scale.
The story
We watched a wave of AI agencies promise transformation and deliver demos. So we built the studio we wished we'd hired: one that goes in.
MIT found 95% of enterprise AI pilots produce zero measurable profit impact. The model was never the problem. The gap is the last mile: who scopes the work from inside the operation, who actually integrates it, who stays beside the team until adoption is a habit, not a memo. Software vendors won't cross that gap. Consultants won't cross it. That gap is our entire business.
We work with founders, operators, and teams who want outcomes without the consulting kabuki. We take three clients at a time because embedding doesn't scale like software. We say no when we don't think AI is the right answer, or when we don't think we're the right team. Both are signs we're going to be helpful, not harmful.
How we work
Six rules of the deployment.
Adoption is the deliverable
We don't measure success in code shipped. We measure it in people using it without thinking about it. Until then, we're still deployed.
We go in, not around
Forward-deployed means engineers inside your operation, watching the real work. Not requirements docs, not sandbox demos.
Three clients at a time
Embedded delivery doesn't scale like software. Three deep deployments done properly beat thirty shallow ones. The cap is the quality control.
Honest about what AI can't do
We tell you when the answer isn't AI. We tell you when it isn't us. The fastest way to lose trust is to oversell.
Right-sized, not fashionable
No vector DB if Postgres works. No multi-agent if one agent works. Math handles math; LLM handles language and judgment. Boring software ships and stays shipped.
One team, no handoffs
The same engineers who scoped it, built it, answer for it. Strategy, design, engineering, adoption: same humans, kickoff to live to ongoing.
Where we deploy
Remote-first. Embedded everywhere.
We deploy into clients across the US, Canada, Australia, New Zealand, the UK, and India. On overlapping hours when it matters and asynchronously when it doesn't. Embedded in the work, not in the building.
The team
Small studio. Deep bench.
Bring us one broken workflow.
Even a sentence is enough to start. On the call we'll cost the leak live, whether or not you deploy us.