_ work

field reports, one-handed

snap photos, jot shorthand, talk. an LLM turns it into a finished field report on the firm's own templates.

client appfor an architecture firmdelivered
AI 01_ observations 02_ action items

the problem

Site visits are where architects catch problems early, but writing them up is a chore. Notes get scribbled between conversations, photos pile up in a camera roll, and the real report gets written hours later from memory, in a template that has to be reformatted by hand every time.

what i built

A mobile-first web app designed to be used with one hand while walking a job site:

  • capture anything, fast: photos, shorthand notes and voice memos, attached to the observation they belong to.
  • voice first: speak observations instead of typing them, transcribed live.
  • AI compiles the report: an LLM organizes the raw notes into structured observations, summaries and action items.
  • on the firm's templates: output is a formatted document that matches the firm's existing report standards, ready to review and send.

the goal

A field report that's essentially done by the time you leave the site, in the firm's consistent format, with nothing lost between the job site and the desk.

_ let's talk

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