MACE
Your construction management co-pilot.

What it
does.
MACE runs your construction operation alongside you. It reads the numbers across every job in the portfolio, drafts the artifacts you'd normally hand to an analyst, and digs into what changed when something moves. Portfolio-wide context, in a single thread.
Most contractors have the data — project management software for the field, a ledger for the money, a bid pipeline somewhere — and a Sunday-night routine of trying to make them agree. MACE replaces that routine. Ask in plain English; get the answer with the sources cited inline; export the artifact to PDF if you need to send it.
Built for construction operators first — general contractors, builders, and the trades — with the assumption that it should plug into the systems you already pay for, not try to replace them.
Read your operation.
Pulls live numbers across jobs, budgets, change orders, and receivables. Ask about a project, a super, a metric, or a window — get the answer with the underlying rows linkable inline. No new query language to learn.
Make the artifact.
Drafts owner reports, WIP schedules, and ad-hoc PDFs. Lands in your inbox Monday at 6am or opens inline when you ask for it. The format you'd produce by hand, generated.
Investigate anomalies.
Spots what changed, finds the driver, and tells you which lever moved it. "What's driving this month's margin slip on the Riverside job?" returns the actual answer — not a chart you still have to interpret.
Portfolio-wide context.
One conversation knows every job, every crew, every time window. Compare one project to another, this month to last quarter, change-order rate vs. the portfolio benchmark — without rebuilding the query each time.
Auto-generated insights.
Weekly auto-insights surface the three or four things that actually moved the metric — two jobs trending over on labor, $4.1M sitting in 90-day receivables, unapproved change orders holding at 14% of contract value. Read in thirty seconds, drill in if the number warrants it.
A surface per use case.
Cockpit for headline KPIs and the project map. Chat for asking questions. Insights for the weekly digest. Reports for the artifacts. Sources to manage what MACE is allowed to read. One product, the modules you actually use up top.
A walk through.


See MACE
in production.
The live product is running at mace.kybercore.ai. If you want to dig into how it was built, or talk about something similar for your operation, get in touch.