AI that earns its keep on the operating problems no one else will touch.
Fulcrum AI partners with software platforms and operating teams to ship production AI where the work actually happens. We build the agent, we own the MCP and integration layer, and we deliver against the operating metric — not the demo.
Three engagement shapes. One bar for what ships.
Build partnerships
Co-development with software platforms that need real AI capability without spinning up an internal ML team. We own the agent, the MCP servers, and the integration surface end-to-end.
See the architecture →Operator advisory
For executive teams making the build-vs-buy AI call. We map the real cost curve, write the technical RFP, and stay through implementation when it helps.
See representative work →Channel + GTM through DCS
DCS is Fulcrum's channel and advisory wing. We help applied-AI vendors reach operators who otherwise wouldn't pick up the phone — and we keep our hands on the technical fit.
How the two pieces fit →Three things we will not do.
- Slide decks instead of systems. If the deliverable can't be run, we didn't build it.
- Generic LLM wrappers. Tool use, retrieval, eval harnesses, and observability are table stakes — not the product.
- Engagements without a measurable outcome. Every partnership opens with the operating metric we expect to move and how we'll know.
Have a problem that's "too operational" for AI?
Those are the ones we want to hear about. Tell us the unglamorous version — what would change in your operation if this worked.