MLI Enterprises

Management consulting and custom application development for operating businesses.

Software shaped to how your company actually works — built by people who have run the operations it serves.

01

What we do

Operational & management consulting

We work with owners and operators on process, reporting, and systems decisions — scoped to one problem, done when it's solved.

Custom application development

Internal tools, workflow systems, and integrations between the systems you already run — built when off-the-shelf software doesn't fit your business.

02

Selected work

Production & scheduling system for a modular manufacturer

A 15-station line was scheduled in spreadsheets. The system we built now plans capacity, advances modules from the shop floor, and tracks each one by QR code to the job site.

Manufacturing · Scheduling · Field tracking

Estimating platform replacing a spreadsheet workflow

Every bid was rebuilt by hand in Excel. Our versioned estimating engine goes from drawings to bill of materials to client-ready proposal — validated against the company's own historical bids.

LI-OS · ESTIMATING — TAKEOFF & BID REGRESSION EST 2481 · REV C MOD 12 · SELECTED 84′-0″ 36′-0″ 38′-0″ HISTORICAL BIDS · N = 214 R² = 0.94 THIS BID · +2.6% MODEL ESTIMATE → BID VALUE → BOM · 1,284 LINES PROPOSAL V3 VALIDATED VS HISTORY ILLUSTRATIVE · NO CLIENT DATA
THE ESTIMATING ENGINE — 3D TAKEOFF, THEN EVERY BID CHECKED AGAINST THE REGRESSION OF PAST WORK
Estimating · BOM · Proposals

Month-end close and job-cost automation for a construction group

Month-end close ran on weeks of manual journal entries. We automated WIP schedules, payroll allocations, and owner billing against the existing ERP — matching the controller's exact postings.

Accounting · ERP integration · Automation

Client names withheld. References available on request.

FIELD NOTE · 001
Design the system around the company — not the company around the system.
03

How we work

  • Fixed scope, in writing. A signed MSA and SOW — you know the deliverables and the price before we start.
  • Your IP, on payment. Deliverable IP assigns to you when the invoice is paid. No lock-in, no licensing tail.
  • Working software over decks. Short feedback loops and something you can use — not a slide about it.
04

Engagement

01

Scope

A working session on the problem, then a written SOW: deliverables, timeline, price.

02

Build

Working software to react to every week or two — not a reveal at the end.

03

Ship

Deployed into your real workflow, alongside the systems you already run.

04

Handoff

IP assigns on payment. Documentation, training, and support if you want it.

05

Who

Michael Li

OPERATOR · INVESTOR · BUILDER

What makes Michael useful isn't one credential. It's that he has seen business from three seats that almost never meet — he has done the work, financed the work, and built the software that runs it.

THE FLOOR

Personal trainer. Restaurant server, and the kitchen behind one. A boba shop. Painter on residential job sites. He has worked the jobs most advisors have only modeled — so when an owner describes a problem, he has usually stood where it happens.

THE CAPITAL

A decade in private equity across software, hardware, manufacturing, SaaS, and service businesses — then operating roles in modular construction and manufacturing, including two years leading a manufacturer's restructuring out of bankruptcy. He knows how different kinds of companies actually make and lose money.

THE BUILD

The development practice began as software he built to run those businesses — production scheduling, estimating, and accounting systems used daily on factory floors and job sites.

Explain your operation to him once, and he knows what has to change on the floor, what it means for the numbers, and what the software has to do. That's the difference from finance people who never worked the work — and from AI builders who never ran a business. He studied Economics and Technology Management at UC Santa Barbara, works in English and Mandarin, and is based in California.

"Shape the OS around the company — not the company around the OS." From his design thesis, Li-OS — read it at michaelli.co
Michael Li of MLI Enterprises
MICHAEL LI · CALIFORNIA
06

Contact

If you have an operational problem that software should be solving, call — or write a few sentences about it. We reply to every serious inquiry.