Generative AI & RAG Implementation
Copilots and assistants that ground every answer in your data.
What you get
Production-grade retrieval-augmented generation with hybrid retrieval, reranking, eval harnesses, and guardrails. We fine-tune when it pays off and stay model-portable when it does not.
- Hybrid retrieval (BM25 + dense + reranker)
- Eval harness with golden-set and CI gates
- Guardrails for PII, jailbreaks, and hallucinations
- Cost and latency optimisation
Typical timeline
6–12 weeks to MVP
Engagement model
- Fixed-scope or T&M, your call
- Weekly demos against named KPIs
- Production checklist before handover
- Optional managed services from week one
Ready to start
Turn one AI use case into measurable production value.
Book a 30-minute consultation. We will walk through the use case, sketch the value case, and tell you honestly whether we can help.