Philosophy

Why we exist

We didn't set out to build a platform. We set out to solve a problem — and the platform is what it took.

Infrastructure, not AI features

We're not technically an AI company. We build the infrastructure that makes AI actually work. The tools you need to set up a premium AI ecosystem — the things most people have to cobble together from a dozen different providers — we provide those, better than anyone, as one integrated stack.

An LLM is one small piece of the AI puzzle. ChatGPT, Claude — they're powerful, but they're engines without a car. The tools that sit around the LLM, the framework it plugs into — that's what determines what AI can actually do. We've built those tools.

Why this needed to exist

Up until now, heavy-duty software infrastructure was built without AI in mind. AI asks thousands of questions at once, changes its mind in real-time based on new information, and consumes resources unpredictably. Existing tools were not designed for that. People didn't think about putting AI together with this kind of serious infrastructure, because it wasn't practical.

We believe for the first time that it is. So we built it.

The BEAM story

The BEAM is proven infrastructure that has been running telecommunications networks reliably for forty years — handling millions of simultaneous connections without going down. But it lived on the other side of a divide. You couldn't embed it in another program. You couldn't get the full benefit of it outside its own world.

So rather than inventing something new, we rewrote it in Rust — a memory-safe language — and made it embeddable. We gave it the connectors that let AI interact with it. When they originally wrote the BEAM, AI wasn't in the picture. We've given it an upgrade for the AI age. That's Beamr, and it sits at the bottom of the stack. Everything else is layered on top.

Born from need, not theory

Every piece of the stack exists because we had a problem we couldn't solve with existing tools. Building a workflow system for getting real work done internally — that was the drive behind all of it. Everything came out of an actual need.

And because they came from real problems, we can use these same solutions to solve problems for other people too. We've open-sourced it because we believe the best infrastructure should be shared.