Industries we build for.
We are a Java and Spring AI consultancy, not a vertical specialist — so what follows is not a list of markets we claim to know, it is the set of domains our production systems actually run in today.
Each one links through to the problem as it shows up in that domain, the architecture we apply, and the case study behind it where there is one.
Where we've shipped this
The domains our production systems already live in. If yours is not on the list, the architecture usually still is — ask us.
E-commerce & Procurement
Semantic product and supplier search on Spring AI — the pattern behind OptaAI, in production for a US promotional-products company.
Fintech
Event-driven services for real-time transaction processing, plus payment and banking integration (Stripe, Plaid) on a Kafka backbone.
Internal Platforms
Order processing, back-office and ops tooling — the systems the business actually runs on, made observable and safe to change.
Legacy Modernisation
Ageing Java monoliths and end-of-life data stores brought forward — including a Cassandra-to-PostgreSQL migration on Apache Spark.
Support & Knowledge
RAG assistants grounded in your own docs and tickets, so answers cite a real source instead of inventing one.
Don't see your industry?
The patterns usually transfer. Tell us what you're building and we'll tell you honestly whether we're the right fit.