Laird MillerReal Estate Development + AI Systems

Arizona real estate operator + AI systems builder

Laird Miller builds at the intersection of real estate, capital, and AI.

Laird Miller is an Arizona-based real estate operator and AI systems builder. He combines real estate development exposure, capital strategy, portfolio operations, and high-output software building. His work spans Matrix Equities, RentalCalcAI, LMAIsystems, lender workflows, underwriting tools, business automation, and client-facing AI systems for real operators.

Professional headshot of Laird Miller
TwoAI companies founded by Laird Miller: RentalCalcAI, which lets anyone underwrite entire cities for rental real estate, and LMAIsystems, which builds custom AI software entirely in-house
Millionsin development and rental real estate directly funded, handled, and managed across projects in Texas and Arizona
2026Consensus Miami EasyA Hackathon winner with AgentPay, a payment-gated AI receptionist that turns local businesses into payable HTTP endpoints for humans and autonomous agents using Coinbase x402, USDC on Base, and AWS Lambda@Edge
AZScottsdale-based operator working across Arizona real estate development, capital strategy, build-to-rent execution, rental operations, client AI systems, and the daily work of building software and assets in the same market

Operating record

Laird Miller is building a real operating record across assets, software, clients, and capital.

Based in Arizona, Laird Miller is already working inside the kind of problems that shape serious real estate careers: debt, cash flow, refinancing, lender communication, development reporting, tenant operations, investor materials, and the systems that keep a portfolio or development pipeline moving.

He also builds. RentalCalcAI brings AI into rental property analysis, while LMAIsystems gives small business owners, real estate agents, and local operators practical AI receptionists, lead funnel chatbots, missed-call automation, and Meta and Google Ads-supported growth systems.

Operating lanes

The advantage is the overlap: development, capital, operations, and software in one operator.

Real estate development

Development and build-to-rent execution

Laird Miller works around development analysis, build-to-rent workflows, draw tracking, lender requirements, investor materials, and the operating details behind real projects.

Capital strategy

Debt, refinancing, and investor clarity

Laird has worked inside portfolio decisions involving debt, cash flow, refinancing, cash-out proceeds, lender communication, and asset performance.

AI systems

Automation that understands the business

Through RentalCalcAI and LMAIsystems, Laird Miller builds practical AI infrastructure for underwriting, lead capture, client intake, appointment flows, missed-call recovery, and local business automation.

Cover of The Practical Use of AI Systems in Real Estate by Laird Miller

New book

The Practical Use of AI Systems in Real Estate

A practical guide by Laird Miller focused on applying AI systems in real estate.

Selected work

Selected work with real operating weight.

Matrix Equities

Development and Capital Strategy Specialist

At Matrix Equities, Laird Miller works close to the capital and execution side of real estate development: lender communication, investor materials, operational systems, development analysis, and the details that keep serious projects moving across Texas and Arizona.

Development and rental operations

Millions in real estate directly handled and managed

Laird Miller has worked inside development and rental real estate execution where capital, tenants, leases, debt, cash flow, refinancing, and asset performance all had to be understood in real time rather than from a distance.

Development underwriting

Multi-million dollar underwriting and investor materials

Laird Miller underwrites multi-million dollar development and build-to-rent projects in Excel, building models, lender packages, and investor decks that support capital strategy, lender conversations, and finding investors for serious deals. He also writes VBA and Google Apps Script to build, automate, and manage the workbooks behind draw schedules, development reporting, and executive-ready materials so the numbers stay clean, current, and easy to act on.

AI companies

RentalCalcAI and LMAIsystems

Laird Miller founded RentalCalcAI to help investors underwrite entire cities for rental real estate and LMAIsystems to build custom AI software, receptionists, lead funnels, and ad-supported conversion systems entirely in-house.

Featured projects

Projects that turn Laird Miller's thesis into working products.

RentalCalcAI homepage screenshot showing AI rental property analysis
Software product

RentalCalcAI

RentalCalcAI is Laird Miller's AI rental real estate analysis product for investors who want to understand rental property numbers, compare assumptions, and move through deal analysis faster.

Laird Miller RentalCalcAIAI underwritingRental analysis
Laird Miller on the phone in an office, representing client communication and AI intake systems
Client AI system

Hidden Potential AI Lead Funnel

Laird Miller built a lead funnel chatbot for Hidden Potential, an Orlando ABA therapy provider, where the work required privacy-aware design, PHI caution, and a polished intake experience.

Lead funnel chatbotHealthcare-adjacent AIPrivacy-aware systems
LMAIsystems AI receptionist platform homepage screenshot
AI agency

LMAIsystems

LMAIsystems is Laird Miller's AI agency for small business owners, real estate agents, and local operators that need AI receptionists, lead funnel chatbots, missed-call automation, and ad-supported conversion systems.

Laird Miller LMAIsystemsAI receptionistMeta and Google Ads
Laird Miller working in an office with real estate files and underwriting materials
Operations automation

Real Estate Automation Scripts

Laird Miller builds automation for lender tracking, draw schedules, development reporting, underwriting workflows, and real estate processes that need cleaner data and faster execution.

VBAGoogle Apps ScriptDevelopment operations

Laird Miller's edge is translation: he can sit with the business problem, understand the real estate logic, and build the system that makes the next move clearer.

Operating range

Built for the places where judgment, speed, and systems all matter.

  • Real estate development analysis
  • Capital strategy and lender communication
  • Build-to-rent operations
  • Rental portfolio management
  • AI automation for local businesses
  • Lead funnel chatbots and ad-supported conversion systems
  • Real estate underwriting tools
  • Investor materials and executive reporting