Twelve years of shipping. The last four in production AI.

Appic is a London software consultancy, established 2014. The practice grew from safety-critical embedded systems into cloud platforms, and since 2022, production LLM systems for banks and product companies. The bar has never changed: if it does not run reliably in production, it does not count.

2014

company established, London

1

granted US patent behind the practice

11+

citations on our AI-evaluation research

29k

stars on the open-source project our security fix was merged into

How we work

Senior people, small teams. The person who scopes the work builds the work; specialists join per engagement.
Ship fast, then think like an attacker. Security review is part of delivery, not a separate line item.
Measured, not vibed. Agents ship with evals and observability. We published research on how to measure them.
Three ways to engage. Strategy sprint, fixed-scope build, or ongoing partnership.

Start a project

Tell us what you are building. We reply within two working days.

Twelve years of shipping. The last four in production AI. | Appic | Working AI in production