Services
RAG systems for UK banks, fintechs and regulated firms
In short
Retrieval-augmented generation grounded in your own documents and data. You need it when generic llms are wrong about your business in subtle, expensive ways. Ingestion, retrieval, eval, observability and a content workflow.
What rag systems actually is
Retrieval-augmented generation grounded in your own documents and data.
When you need it
When generic LLMs are wrong about your business in subtle, expensive ways.
What Forth delivers
Ingestion, retrieval, eval, observability and a content workflow.
The pitfall we don't repeat
RAG built on a dump of PDFs with no chunking or relevance tuning.
How we engage
Fixed-scope discovery, a 30-day pilot against a real workload, and a continuation engagement with named UK-based engineers. Every artefact is version-controlled and ready for second-line review.
Frequently asked questions
Do you deliver rag systems as a managed service?
Yes. We can run rag systems as a one-off engagement, as part of a programme, or as a continuous managed service with monthly reporting.
Can you work alongside our in-house team?
Yes — most engagements augment an existing team. We work to your tooling, your standards and your release process, not ours.
What evidence do you produce for our auditors?
Every engagement produces traceable evidence: scenarios mapped to requirements or controls, run logs, defect history and a sign-off pack your second line can use without rework.
How fast can you start?
Most rag systems engagements start within 2-4 weeks of a signed SoW, faster if there's an existing supplier framework in place.
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- SIT testing for UK banks, fintechs and regulated firms
- Regression testing for UK banks, fintechs and regulated firms
- Performance testing for UK banks, fintechs and regulated firms
- Load testing for UK banks, fintechs and regulated firms
- Soak testing for UK banks, fintechs and regulated firms