When this is useful

  • Staff read incoming emails or documents and type the details into another system.
  • Messages arrive in so many formats that fixed rules keep missing cases.
  • You want to try AI but need to know what happens when it gets something wrong.

What you get

  • A test set built from your real cases, with results measured before go-live
  • Extraction or classification with validation in code
  • A review queue that shows the source next to each uncertain result
  • A fallback path for when the model or provider is unavailable

What this can improve

  • Less manual reading and retyping
  • Errors caught by checks or a reviewer before they reach your records

Technology

I use current language models through their APIs and choose the provider and hosting region to fit your data-protection requirements. If a fixed rule solves the problem, I recommend the rule instead.

Related project

Other services

Reporting & Data

Generate reports straight from your application's data, from an overview of every record to a full report on a single one. Move data out of old systems without losing records, and get estimates that show how they were reached.

Process Automation

Automate repetitive business work such as copying data, generating documents, handling approvals, validating imports, and preparing reports.

Have a process or software problem worth checking?

A short conversation is enough to decide whether an audit, a small build, or no custom software is the right next step.