Blog

Field notes from our work

Practical writing on AI, automation, document intelligence and modern engineering — written by the people doing the work.

RPA vs Intelligent Automation: what's actually different?

Beyond the buzzwords — when classical RPA is still the right tool, and when you need AI in the loop.

How modern OCR pipelines combine layout models and LLMs to crack documents that defeated classical engines.

Lessons from shipping retrieval-augmented generation across regulated industries.

Practical patterns for risk, policy and review — without grinding delivery to a halt.

Warehouses, lakehouses, semantic layers and vector stores — how the pieces actually fit together.

Why so many enterprise AI pilots die at handover — and how to design them not to.