stocklings.co.uk / ai
AI engineering
Production AI on governed data.
LLM features, retrieval and agent workflows built on the data platform you already trust — evaluated, monitored and owned.
Services
What an engagement in this practice typically covers.
/ai/01
Use-case selection
Which problems an LLM should solve for you, and which it shouldn't.
/ai/02
Retrieval & agents
RAG pipelines and tool-using agents grounded in your ontology or warehouse.
/ai/03
Evaluation
Offline evals, guardrails and monitoring so quality is measured, not assumed.
/ai/04
Integration
Shipping into Foundry AIP, Fabric, Databricks or your own services.
Deliverables
What you own when the engagement ends.
01
Use-case assessment
02
Working prototype in weeks
03
Evaluation harness
04
Production deployment
05
Operating guide
// who this suits
Organisations that have run the demos and now need something that survives production, on data that is already governed.
// contact