← Work// Spec 02

Report assembly

A system that classifies the documents behind an environmental site assessment and assembles them into the finished report.

PipelineEnvironmental services

The problem

Environmental site assessment reports are built from a pile of source documents that someone had to sort, label and assemble by hand, report after report.

What we built

  • A classifier that reads each source document and decides where it belongs in the report.
  • An assembly step that builds the report in the firm's own format from the classified pieces.
  • A review pass so a person checks the result before it goes out.

What changed

The classifier reached 98.4% accuracy on the firm's real documents, and the build led directly to a larger six-month engagement.

Next buildField ops
Start here

Tell us the workflow you want gone.

A 30-minute scoping call. You leave with a clear read on whether it can be built, and how.

brief.md goal: the workflow you want gone inputs: where the data comes from today systems: the tools it has to live in sign-off: who says "ship it"