Case Studies

Real work,
real leverage.

How we turn days of skilled manual work into AI workflows, on live projects. Pick one and see exactly what came out.

ConstructionBusiness Development
Pre-bid lead system · 5 min read

The project, found before the bid drops

An autonomous system reads a builder's whole region every morning, logs the projects worth chasing, and tells the team who already knows the decision-makers. All before the work ever reaches a public bid.

Pre-RFP leads CRM cross-reference Fully autonomous
Read case study
ConstructionEstimating
Drawing analysis · 4 min read

71 sheets → a project brain, in one AI pass

A mid-market GC handed us a full multi-discipline construction set. One automated pass produced trade takeoffs, coordination findings, and ready-to-send RFIs. An afternoon of compute instead of a week and a half of skilled labor.

71 sheets analyzed 13 conflicts caught ~90% time saved
Read case study
Real EstateCRE Underwriting
CRE underwriting · 5 min read

A month of underwriting, in an afternoon

A developer's VP put four weeks of full-time work into fusing a dozen asset models into one district pro forma. We built his team custom CRE workflows and a stack of specialist AI agents that do it in an afternoon, ironclad enough for an investment committee.

4 weeks → hours 5 asset classes Virtual deal team
Read case study
Real EstateInvestor Materials
Investor materials · 4 min read

A financial model into an investor pitch, in minutes

Every raise meant a web team, a CRE pro, weeks of back-and-forth, and north of $20K per deck. We built a workflow that turns their development model straight into a branded, interactive investor pitch, in minutes, always tied to the numbers.

$20K+ saved Weeks → minutes Always ties
Read case study
+

More case studies coming

New builds ship often. Check back, or reach out to see work in your industry.

Want this kind of leverage on your projects? Get in touch →