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
SBA LEVERAGE MODEL

$20K DOWNSIDE.
$200K UPSIDE.

SBA 7(a) loans let you acquire cash-flow-positive businesses with as little as 10% down. Government-backed financing at rates that make the math work on day one. A $20,000 down payment controls a $1,000,000 asset throwing off $200,000 annually in seller's discretionary earnings. That is 10x annual cash-on-cash yield before any operational improvements.

$250K$5M
$50K$500K

DOWN PAYMENT

$100,000

SBA LOAN

$900,000

ANNUAL SDE

$200,000

CASH ON CASH

2.0x / yr

At 10% down ($100,000) on a $1,000,000 asset generating $200,000/yr in SDE, cash-on-cash yield is 2.0x annually before any automation-driven margin expansion. Geographic arbitrage: Canada's SBA-equivalent programs enable this leverage; EU bureaucracy makes it nearly impossible.

/ 03
MULTIPLE EXPANSION

BUY AT 3.5X.
ROLL UP. SELL AT 8.5X.

The arbitrage is structural: fragmented local businesses trade at 3-4x EBITDA. Roll them into a single tech-enabled platform with autonomous operations and the same cash flow commands 8-10x. We are not building a conglomerate. We are converting local services into software-enabled recurring revenue.

INDIVIDUAL ACQUISITIONS

HVAC Co.3.2x · $280K
Plumbing Inc.3.5x · $210K
Water Co.3.8x · $190K
Electrical LLC3.4x · $160K
DrainWorks3.6x · $140K
TOTAL COST$3.4Mat avg 3.5x

TECH-ENABLED AGGREGATE

$8.3M

8.5x multiple

$980K combined SDE

5x12x

MULTIPLE EXPANSION

3.5x8.5x

143% valuation uplift · $4,929,000 in arbitrage value created by rolling up fragmented local businesses under a single tech-enabled platform.

/ 04
AGENT NETWORK

NO HUMAN IN
THE OPERATING LOOP.

We integrate MCP (Model Context Protocol) so customer-facing personal AI agents can autonomously discover, order, schedule, bill, and communicate with our portfolio businesses. The admin layer that once consumed 15-20% of revenue goes to zero.

CONSUMERAgentBUSINESSAgentPROCUREMENTAgentMCPprotocolHVACPlumbingWater Delivery
DiscoverOrderSchedule

Gutted middle layers

SEO / AdsSales TeamAdmin Overhead

AI agents autonomously handle discovery, ordering, scheduling, billing, and customer communication through MCP - bypassing SEO spend, sales commissions, and administrative overhead. Margins that were 15-20% go to near-zero.

/ 05
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
/ 06
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.

/ 07
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