Construction & Engineering

AI for the businesses that get things built.

Code research across a thousand jurisdictions. Submissions, permits and reports in every format. Deadlines that slip one document at a time. We build AI that wraps around how your firm already works.

See How It Works

SOUNDS FAMILIAR?

Your Tuesday morning, probably.

If any of these challenges sound like your operation, the fix is within your reach: they follow patterns we've solved before.

Every jurisdiction publishes its codes differently, and we check them all by hand.

A due diligence report ties up three people for most of a week.

The rules changed last quarter. Half our reference material is already stale.

Our experts spend more time compiling reports than advising clients.

Every new project means the same research, from scratch, again.

THE PATTERNS BEHIND THE PAIN

Problems like these follow patterns.

Across every industry we work in, the grunt work that holds growth back keeps taking the same shapes. Construction and engineering operations run on two of them.

High-volume knowledge work

What it is

Documents that need judgment at a volume people cannot sustain.

Real-time data intelligence

What it is

Clean, structured data that turns day-to-day operations into intelligence.

Days of municipal code research, done in minutes.

Milrose Consultants, a leading building code compliance and permitting firm, adopted an AI research platform that identifies the right local authorities for any site, extracts codes, permits, fees and timelines, and generates client-ready due diligence reports in under a minute. Their experts validate the findings; the platform does the digging.

400%+

increase in
research efficiency

Minutes

for research, that used
to take days

Under 1 min

to generate a client-
ready report

1

analyst per project
instead of many

By combining AI with our Milrose expertise, we’ve accelerated municipal research while maintaining the rigorous validation our clients expect.

Yazhi Smith — CIO, Milrose Consultants

NO RIP & REPLACE

Wraps around how you already work.

Multi-format documents

Municipal codes, fee schedules and requirements gathered from fragmented sources, however they're published.

Into your deliverables

Findings flow into the report formats and checklists your clients already expect, ready for expert validation.

Experts handle exceptions

Your experts validate what needs judgment, the AI learns from every correction.

HOW IT HAPPENS

From first conversation to working AI in 8 weeks.

We deliver in weeks, not months. That’s because we roll our sleeves up to work productively with you and your team, and we’ve designed our platform specifically to build your unique AI at high speed.

Mobilize

We learn your business

Days 1-4

Design

Architecture built from your data

Weeks 1-2

Build

Working software, fast

Weeks 3-5

Feedback

Real users, real cases

Week 5

Go Live

PRODUCTION, NOT A PILOT

Week 8

QUESTIONS CONSTRUCTION EXPERTS ASK

Asked by people who run operations like yours.

Municipal information is fragmented and messy. Can AI really work with it?

That mess is the normal starting condition, not the exception. The AI identifies the right authorities for each location, reads what they publish however it's formatted, and extracts the codes, fees and timelines your reports need. Anything ambiguous is flagged for an expert eye, and the system gets more accurate every time your team corrects it.

Codes and regulations change constantly. How does it stay current?

The knowledge base refreshes rather than rots. Sources are monitored and re-extracted so requirements stay current, instead of relying on reference material that was accurate last year. Your experts still make the judgment calls; they just make them against up-to-date information. At Milrose, staying current went from a manual burden to a built-in feature.

Our clients pay for our expertise. Doesn't automation undercut that?

It concentrates it. The AI does the digging: finding, extracting and structuring. Your experts do the judging: validating findings and advising clients. Milrose kept the rigorous validation their clients expect while cutting research from days to minutes, and the capability itself became a differentiator in sales conversations. The expertise is the product; the AI just removes the grunt work standing between your experts and the client.

What happens to the people doing this research today?

They move up the value chain. Multi-person, multi-day research workflows disappear, and the same people spend their time on validation, complex judgment calls and client work. The firm takes on more projects without burning out its best people, and expertise goes into advice instead of curating and editing.

How fast until it is live?

Working software typically lands in weeks three to five, starting with your highest-volume research or document flow. Your team tests it on live projects before full rollout, and we stay on after go-live to tune it. Your exact timeline depends on your sources and systems; we map it with you in the first days of the engagement.

NOT YOUR INDUSTRY?