Forward deployed engineering. Inside your operations, we build AI that clears the paperwork, workflows shaped around your business, the software your team runs on and brands your customers remember.

A claims system that leaked money for ten years

A US insurer paid claims through a platform its vendor had stopped improving years ago. The payment rules lived in thirty-year-old COBOL batch jobs, a Java layer added later took the claims in, and nobody had written down how the two talked. This is the kind of system our engineers are hired for.

They read old code fluently

Copybooks, JCL and the services wrapped around them. Our engineers trace what the system really does before anyone proposes changing it.

AI does the legwork

It maps call paths, drafts the missing documentation and flags suspect logic in hours. Engineers still prove every bug the traditional way: reproduce it, test it, fix it.

A person approves every change

Nothing reaches production without an engineer's review and your team's sign-off.

The date holds

Work runs in two-week slices with a demo at the end of each, so you see progress every fortnight and hear about a risk the week we find it.