Project resourcing tool
“Need a senior structural engineer with healthcare experience, about 20 hours a week.”
Claude turns it into a searchStructuralHealthcareSenior20 h a week
A fixed formula ranks, and shows why- 1Person A · West office412 h on 6 similar projects22 hfree a week
- 2Person B · Central office286 h on 4 similar projects21 hfree a week
- 3Person C · North office198 h on 3 similar projects24 hfree a week
- Before hiring for a project, leadership wanted to know who inside the firm could already do it.
- I built a search across four systems: billable hours, project CVs, HR and applicant tracking.
- It is now being implemented with the firm's software engineers.
298 staffsearchable across 5 offices
232 CVsread by Claude, none failed
3 days to buildthen 12 versions in 8 days
Key decisions
Checked availability against billable hours
In a 54-person test, schedules showed 13 engineers free. Only 5 were.
- Busy
- Free on the schedule · 13
- Actually free · 5
Kept AI out of the ranking
A fixed formula ranks people, so every result can be explained.
Used work history only
No bios, photos, age, nationality or contact details.
Every step (11)→
- Who already has the experience and the time?
- Names didn't match the CV folders
- Schedules made people look free
- Checked availability against billable hours
- Kept AI out of the ranking
- Used work history only
- Presented to the COO, CPCO and senior principals
- Shipped a leader's requested change the same afternoon
- The explainer was reused
- A connector change broke every search
- 298 technical staff in one search