What we built at one firm.
An owner's representation and construction management firm in Los Angeles, already using AI but without structure. We organized it and set the goals: the best output for clients, with more checks and more accuracy.
| Where the time comes back | Est. hrs / wk |
|---|---|
| Project status reporting | 1.5 |
| Email and project-history review | 1.5 |
| Meeting follow-up | 1.0 |
| Document checks and bid review | 1.0 |
| Per person, per week | ≈5 hrs |
per week across a team of ten project managers
per year, back in the business
All figures on this panel are estimates based on the workflows deployed, not measured client data.
One week there was nothing significant to report, and the system said exactly that. I'd rather have that than three paragraphs of filler.
The names stay private. The longer arc is on the track record page.