5-10%
procurement spend recovered
4 p.p.
of bottom line expansion
<6 mo
to positive ROI
EXAMPLE USE CASES
Built for the work of building equipment
01
Job quoting & estimation
Quotes drafted in minutes from past jobs, live material prices, and real capacity, not last year's spreadsheet.
02
Predictive maintenance
Failure risk flagged before it takes a line down, with the maintenance window scheduled and the parts order drafted.
03
Job scheduling
Live production views with dynamic re-sequencing when a job slips, a machine drops, or a rush order lands.
04
Inventory management
Shortages predicted before they hit lead time, safety stock tuned by SKU, and reconciliation across every system.
05
Tail spend automation
The long tail of low-volume buys price-checked and negotiated automatically, without mass supplier consolidation.
A DAY WITH THE WORKFORCE
An RFQ lands at 7:40 am. Here is what happens.
01
The agent reads the RFQ from the shared inbox, matches it to similar jobs you have run, and pulls the drawings and specs.
02
It builds the estimate from live material prices, current machine capacity, and the margins you actually made on comparable work.
03
Your estimator reviews a draft quote before the coffee is cold, adjusts one line, and sends. The win gets logged for the next estimate.
04
Meanwhile, in the background, it is watching machine data for failure risk, rebalancing the schedule, and price-checking the week's tail spend.