MMCMR CAPITAL // DUBAI

BORING BUSINESSES.AUTONOMOUS FLEETS.SCALED CASH FLOW.

AGENT-FIRST M&A FUNDDUBAI INTERNATIONAL FINANCIAL CENTRE

3-4x

ACQUISITION MULTIPLE

7-10x

TARGET EXPANSION

12+

PORTFOLIO COS.

/ 01
THE STRATEGY

BUY DIRT CHEAP.
AUTOMATE EVERYTHING.
EXIT FAT.

We acquire proven, cash-flow-positive physical businesses at distressed multiples. Then we replace manual operations with custom AI agent fleets - eliminating the overhead that kept margins thin and scaling what was once a local business into a regional platform. No turnarounds. No turnkey stunts. Just automation on existing cash flow.

01

Acquire Physical Cash Flow

  • Target cash-flow-positive businesses at 3-4x EBITDA
  • HVAC, plumbing, dental, local distribution, water delivery
  • Owner-operated, proven unit economics, no tech dependency
  • Purchase from retiring operators seeking liquidity
02

Deploy Autonomous Agent Fleets

  • Custom AI agents for dispatch routing and scheduling
  • Automated customer support and follow-up sequences
  • Intelligent invoicing, collections, and payment reconciliation
  • Local SEO and hyper-targeted acquisition marketing
03

Scale to 7-10x Exit

  • EBITDA margins expand 500-800 bps via automation
  • Revenue grows through systematic local market capture
  • Business becomes tech-enabled, recurring, and portable
  • Exit to strategic buyers, PE firms, or hold for yield
/ 02
CORE TARGETS

PHYSICAL INFRASTRUCTURE.
ZERO SOFTWARE COMPETITION.

Every sector we target shares three properties: essential demand, fragmented ownership, and zero software-native competitors. These are businesses that have run the same way for decades - not because they are broken, but because no one has applied autonomous systems to their operations. We are first.

SECTOR

HVAC & MECHANICAL

Residential and commercial HVAC, plumbing, and electrical services. Fragmented markets ripe for consolidation and software-led margin expansion.

$120B+ TAM18-25% margins90%+ recurring service revenue
SECTOR

PLUMBING & WATER

Emergency repair, fixture installation, and water delivery services. High-frequency demand with zero commoditization risk from software-native competitors.

$80B+ TAM20-30% margins4-6x annual customer LTV
SECTOR

DENTAL PRACTICES

General and specialty dentistry. Recession-resistant, insurance-backed revenue with significant administrative overhead that AI can eliminate.

$40B+ TAM22-28% margins80%+ insurance-reimbursed revenue
SECTOR

LOCAL DISTRIBUTION

Last-mile delivery, water and beverage distribution, and supply-chain intermediaries. Route-based operations where AI dispatch drives 30%+ efficiency gains.

$200B+ TAM12-18% margins50%+ automation upside
/ 03
THE THESIS

THE LAST
INEFFICIENCY ARBITRAGE.

Every wave of software value creation has targeted the same thing: information asymmetry. SaaS ate the office. Marketplaces ate retail. Fintech ate banking. What remains is the physical world - the $10 trillion of services that happen in trucks, warehouses, and clinic rooms, where the margin between a good business and a great one is simply dispatch efficiency and customer follow-through.

"The highest-yield, lowest-risk play of this decade is not another AI chatbot company. It is buying the businesses that cannot be disrupted by software - and then flooding them with software."

ACQUISITION MULTIPLE

Cash-flow positive, zero tech risk, retiring owners

3-4x EBITDA

AUTOMATION UPLIFT

Margin expansion from dispatch, billing, and support AI agents

500-800 bps

EXIT MULTIPLE

Tech-enabled recurring revenue commands PE and strategic premiums

7-10x EBITDA

We are not building for a liquidity event built on hype. We are building on the cash flow of real businesses that serve real people. Autonomous agents are the wedge. Cash-flow compounding is the outcome.

/ 04
CONTACT

HAVE A
BUSINESS TO SELL?

We acquire cash-flow-positive businesses in HVAC, plumbing, dental, and local distribution. If you have built something real and are looking for liquidity with a partner who will scale what you started, reach out.

Investors interested in deploying capital into the fund should select "Investor" and include their AUM and target allocation.

EMAILdeals@mcmr.vc
LOCATIONDIFC, Dubai, UAE
MCMR CAPITAL © 2026
DIFC // DUBAI