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hatcourt
AI4 August 20265 min read

How AI Is Changing Business Workflows

The useful applications are rarely chatbots. They are quiet steps inside workflows people already run.

Look for the copy-paste

Wherever someone moves text between two systems, summarises a thread or classifies an incoming request, there is a candidate for automation that does not require a new interface.

Ground answers in your own data

Retrieval over your documents, with citations and access control, turns a plausible-sounding assistant into something an employee can defend to a customer.

Measure before you ship

Build an evaluation set from real examples and score changes against it. Without that, every prompt change is a guess and every regression is invisible.

Let's build something useful.

Tell us what you're trying to build and we'll help you figure out the best way forward.