A building-assessment firm where the longest step was retyping a day of dictation

An inspector walks a large property and dictates it component by component: roof sections, mechanical units, envelope, each one with quantities, condition, and a remaining-life estimate. The audio gets transcribed, and then someone retypes the whole thing by hand into a priced table. That formatting, not the inspection, was the longest step in the file. A full condition assessment could take two months to turn around, and almost all of that was a person reshaping dictation into rows.

Meanwhile the firm's records lived across a stack of spreadsheets, separate files for site notes, building components, cost tracking, and client info, plus a shared drive. As the firm grew, finding the current version of anything, knowing who was on which file, and getting a new hire productive all got harder. They had tried a generic project tool, but it was too far from how an assessment firm actually works to be worth keeping.

We started with the foundation the team asked for: one platform as the single source of truth. Every client and every assessment file in one place, a structured intake so the same data is entered once at the right spot, the parties on each file, role-based access, notes kept by role for the inspector, estimator, and technician, and a dashboard showing the status of every file at a glance.

On top of it sits the flagship: a dictation-to-inventory tool. You drop in the transcribed walkthrough, click structure, and the priced component table appears, quantity, description, unit cost, references, and notes, grouped by area, every cell editable, and exportable to a spreadsheet in seconds. The extraction is AI-driven with a deterministic fallback behind it, so it produces a usable table even when the audio is messy and never simply fails.

The itemization step that used to take about two months now takes about three weeks, roughly sixty percent off the part of every report that always ate the most hours. The same team turns around more assessments without adding people, and the work that's left for a person is the judgment, validating and adjusting the table, not retyping it.

The firm also stopped hunting across five spreadsheets for the current number. There is one source now, the status of every file is visible in one view, and a new hire can find their way around in days instead of weeks.