How it learns
The agents get better at your business the more you use them. Nothing here is a black box: every adjustment comes from your own jobs, your own wins and losses, and your own edits.
Finished jobs learned from
0
actual hours vs. estimate
Average miss per job, starting rates
0 %
estimated vs. actual hours
Average miss per job, learned rates
0 %
same jobs, re-estimated
1 · Your crew's real productivity
Insulated metal panel18.5 → 18.5
sq ft per man-hour · 0 jobs · average miss 0 % with the starting rate, 0 % learned
Rate the Estimator usesWhat the crew actually did
Aluminum composite (ACM), full assembly5.5 → 5.5
sq ft per man-hour · 0 jobs · average miss 0 % with the starting rate, 0 % learned
Rate the Estimator usesWhat the crew actually did
Standing seam, full assembly6 → 6
sq ft per man-hour · 0 jobs · average miss 0 % with the starting rate, 0 % learned
Rate the Estimator usesWhat the crew actually did
AD300 panel, install only7 → 7
sq ft per man-hour · 0 jobs · average miss 0 % with the starting rate, 0 % learned
Rate the Estimator usesWhat the crew actually did
Metal siding12 → 12
sq ft per man-hour · 0 jobs · average miss 0 % with the starting rate, 0 % learned
Rate the Estimator usesWhat the crew actually did
Fiber cement9 → 9
sq ft per man-hour · 0 jobs · average miss 0 % with the starting rate, 0 % learned
Rate the Estimator usesWhat the crew actually did
How: after each job the rate moves toward what the crew actually did. Your starting rate counts as 3 jobs' worth of evidence, so one unusual job (bad weather, a slow GC) can't swing your pricing on its own. You can always switch back to your own rates on any estimate.
2 · Which bids you win
| System | Quoted | Won | Win rate |
|---|---|---|---|
| Insulated metal panel | 0 | 0 | NaN % |
| Aluminum composite (ACM), full assembly | 0 | 0 | NaN % |
| Standing seam, full assembly | 0 | 0 | NaN % |
| AD300 panel, install only | 0 | 0 | NaN % |
| Metal siding | 0 | 0 | NaN % |
| Fiber cement | 0 | 0 | NaN % |
| Distance | Quoted | Won | Win rate |
|---|---|---|---|
| Within 60 km | 0 | 0 | 0 % |
| 60–150 km | 0 | 0 | 0 % |
| Over 150 km | 0 | 0 | 0 % |
The Bid Scout uses this to rank new bids, and the Estimator flags a price that sits where you usually lose.
3 · How you write
Every figure on this page comes from Northfold Cladding's own finished jobs, quotes and edits. Nothing here is adjusted by hand.