See what AI roles do inside a construction business.
Three construction operations, each with recurring work that only moved when someone touched it. Metacto built the systems that run that work and the AI roles inside them. Client names are withheld; references are available on request.
Three operations, three kinds of recurring work.
Each case study follows the same shape: the work that was consuming the week, the AI roles built around it, and what changed once they were running.
Case Study 01
Deep-foundation contractor
Every pile lived in five places, and the same pile list was rebuilt three times: once for the estimate, once for the schedule, once for closeout. Metacto built the platform that carries a pile from design to certification, with an AI review layer that checks every rig record overnight against project tolerances, theoretical volume, and the rig's own history. On one job, 1,372 piles each hold one record, a full shift of drill data is reviewed in 18 seconds, and no machine value has been modified by AI.
Read the case study about Deep-foundation contractorCase Study 02
Residential concrete contractor
Three trades meant three arithmetics, all of it on paper slab sheets and pricing spreadsheets re-keyed at every handoff, so every number made three trips with a chance to diverge at each one. Metacto built guided wizards that price each trade as the measurements go in, with builder and subcontractor rate cards on file and variance resolved to what the sub is owed. The number measured on the lot is now the number billed, with 230 man-hours saved a month and no reconciliation step between field and invoice.
Read the case study about Residential concrete contractorCase Study 03
Payroll compliance platform
Analysts reviewed inconsistent payroll files, interpreted wage determinations, triaged violations, and drafted notices, with a single violation taking up to half a day. Eleven governed AI roles now run inside the client's own platform, parsing payroll files, watching wage determinations for retroactive shortfalls, and queueing exceptions with citations, review gates, and an audit trail. Violation triage runs in about ten minutes, against a modeled $860K a year of recovered analyst capacity across 20 analysts.
Read the case study about Payroll compliance platformWorking session
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