AI Recommendations (Hermes)
Evidence-backed AI suggestions that always require human approval before touching wages, budgets, or assignments.
Move 2 workers from Prefab Wall Crew to Foundation Crew for the next 2 days to recover the Building 11 schedule slip.
Foundation Crew is 22 hrs over target with burn rate flat at 7 crew-hrs/hr. Prefab Wall Crew is 4 hrs under target with slack capacity.
Expedite the anchor board order (MAT-4410) — current ETA will block Foundation Pour — Building 12 readiness by 2 days.
Supplier confirmed delay to Aug 6. Building 12 foundation is scheduled to start Aug 4 and has no substitute material approved.
Flag Siding Crew for a mid-task quality check before completion — recent rework rate on this crew is trending up.
Rework rate rose from 4% to 11% over the last 3 tasks. Unit 14 inspection was rejected 2 days ago for the same crew.
Framing Crew A is on pace to beat its bonus target by 5%. Consider approving early bonus evaluation once quality clears.
104% target achievement with 97% quality pass rate — historically correlates with clean inspection outcomes.
Siding install hours are trending 9% over estimate across 3 recent buildings — recommend updating the historical baseline.
Sample size of 9 comparable tasks now available, up from 3 at time of original estimate.