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Engineering
AI engineering
LLM-powered products, agentic systems, retrieval pipelines, evals, and the surrounding infrastructure. We treat AI as engineering — versioned, measured, deployable — not as a demo.
We design and build AI products, full-stack web applications, and decision systems end-to-end — for businesses whose problems don't fit off-the-shelf products.
A small, deliberate practice — focused on systems where the product thinking, the engineering, and the user surface have to be treated as one piece of work.
Lochstack is an independent software consultancy. We design, build, and ship end-to-end systems — AI products, web applications, and decision tools — for businesses whose operations don't fit neatly into existing products.
The work sits where domain complexity, careful modelling, and production-grade engineering meet. Typical engagements combine AI and applied modelling with the data layer beneath and the interface layer that makes the result usable.
LLM-powered products, agentic systems, retrieval pipelines, evals, and the surrounding infrastructure. We treat AI as engineering — versioned, measured, deployable — not as a demo.
Production web apps, internal tools, and operator interfaces. Frontend, backend, data, infrastructure — built by the same hands, so the seams are intentional.
Where the right answer needs a model, not a dashboard — planning, allocation, forecasting, scheduling. We use whatever combination of optimisation and ML the problem actually calls for.
Independent review of existing systems — architecture, correctness, maintainability. Useful before a build/buy decision, an acquisition, or a major rewrite.