LLM Application Development for SaaS & Technology

We treat prompts as versioned code with tests, not as strings someone edits in production. That single decision is what makes an LLM app maintainable six months in.

In saas & technology, per-tenant economics and enterprise security review decide whether a feature can ship. That single fact reshapes how llm application development has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is churn prediction, usually integrated against your own product. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

Deployed across regulated and unregulated sectors, with audit trails where the regulator expects them. We hand over with runbooks, tests and a team that knows how it works, not a dependency.