Matchup Labs
Private product preview
Prepared for Les Lambert · Lambo Mechanical
July 2026 · Not for distribution
A senior estimator at his desk, his digital estimating crew working behind him

Mech Est

Mechanical Estimator OS
The digital estimating crew behind your senior estimator.

Every contractor knows the math. A senior estimator runs $180,000 a year, loaded. He is the best money you spend — and he is buried. Portals. Addenda. Compliance. Quote chasing. Paperwork that costs senior rates and returns none of his judgment.

Today, that changes.

01

It never misses a bid.

Scout watches SCA, NYCHA, DASNY, DDC, DEP, DOT, the MTA, the Port Authority and SAM.gov — every day, including the days nobody at the office has time to look. Every relevant solicitation arrives as a scored, two-minute pursuit brief: pursue, monitor or decline, with the reasons and the first three actions.Scout · Opportunity intelligence
02

It reads every addendum. The day it drops.

A late addendum changes the work window at 2:00 p.m. — the affected labor and schedule assumptions freeze, the impacted estimate lines are identified, and your estimator is paged. The failure mode that disqualifies competitive bids is simply removed from the board.Intake · Addenda control
03

It builds the bid file itself.

Pursuit ID. Controlled folder. Immutable originals. Document register. Deadline calendar. Every pursuit is born audit-ready — the file your surety, your agency and your own project team wish they always received.Intake · Source control
04

It closes the compliance matrix.

Every requirement in the solicitation — traced to its source, assigned an owner, backed by evidence, tracked to closure. Responsiveness stops depending on whoever had the checklist last.Compliance · Requirement tracking
05

It chases every quote.

RFQ packages go out clean. Responses get tracked, terms extracted, scope normalized, quotes leveled side by side — and coverage gaps flagged while there is still time to fix them, not the night before bid day.Market · Quote leveling
06

It flags what doesn't add up.

Quantity anomalies. Labor outside historical bands. Estimate, proposal, forms and alternates reconciled to one number — exactly. Arithmetic errors stop surviving to bid day.Quant + Risk · Anomaly detection
07

It prepares the ten-minute decision.

One approval packet: price architecture, labor basis, quote coverage, top risks, open conditions, exact submission version. The executive decides in ten minutes without reconstructing the estimate — because the packet was built so he can.Producer · Executive packet
08

It remembers every bid. Forever.

Results, buyout variance, vendor performance, agency patterns — captured after every pursuit and returned to the next one. Institutional memory stops walking out the door. Every bid makes the next bid smarter.Librarian · Knowledge base
09 · ONE MORE THING

And it cannot submit a bid.

The most important feature is the one we built out. Final price, contingency, certification, signature, submission — reserved to a named human, enforced in the architecture, not the fine print. You cannot accidentally let AI commit the company. Preparation is the machine's. Commitment is yours.Governance engine · Assurance levels A–D
~70%
Of the senior estimating role is controlled process work. The crew takes it.
The pursuit volume one accountable senior can supervise with the crew underneath.
+$650K
Illustrative incremental annual gross profit from two added qualified pursuits per month.
Pennies
On the dollar, against the $180K+ loaded cost of the role — for the process majority of the job.
Illustrative planning arithmetic based on stated assumptions — 15% win rate, $1.5M average contract, 12% planned gross profit. Run it against your own numbers.

The crew

Scout
Watches every covered agency. Drafts scored pursuit briefs.
Intake
Controlled bid file, immutable originals, deadlines, addenda watch.
Compliance
Requirement-by-requirement matrix, owner and evidence.
Quant
Takeoff support and quantity anomaly flags. Humans certify.
Market
RFQs out, quotes chased, extracted, leveled.
Risk
Risk register, clause triage, sensitivities.
Producer
Proposal assembly, reconciliation, the approval packet.
Librarian
Captures results, actuals and lessons into memory.
How it was built

Before writing a line of product, Matchup Labs wrote the book: a 51-page executive operating manual for the senior mechanical estimator role — twelve lifecycle gates, an authority matrix, assurance levels, zero-tolerance controls. MechEst is that manual, staffed.

THE FOUNDING SEAT

First, not next.

Lambo Mechanical is being offered the founding deployment — 90 days, Scout and Intake live on your agencies and your pursuits, measured in the open: relevance of what we catch, hours returned, zero critical misses, and a decision record you would show your surety. Founding partners shape the product, keep every byte of their cost and vendor data isolated and their own, and lock pricing that will never be offered publicly. The window for that seat is exactly one company wide.