/Companies

MRGN

Techstars '24

New York City, US · 2 employees on LinkedIn · 1 known investors

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MRGN provides process engineering, procedural documentation, and budget-adherence services, mapping and automating workflows, creating SOPs and operational playbooks, and setting up budget tracking and org structures. It targets growing companies looking to operationalize and scale their internal operations.

Also known as MRGN.ai

Investors · 1

Techstarslisted by TechstarsBoulder · $220K

How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us

Company profile

researched Sep 2026

MRGN is a New York City-based company founded in March 2023 and incorporated as a C-corp. Its stated focus is increasing restaurant profit margins based on live market dynamics, and more broadly helping small businesses identify underperformance, waste, overspending and potential areas of growth. The product delivers insights on-the-fly that are derived from real-world, real-time economic fluctuations.

The company is categorized across analytics, SaaS/enterprise, big data and AI/machine learning, with a foodtech industry classification. Internally documented services include process engineering, procedural documentation and budget-adherence work: mapping and automating workflows, creating SOPs and operational playbooks, and setting up budget tracking and organizational structures for companies seeking to operationalize and scale internal operations. As of the most recent profile data, MRGN had nine employees, described its stage as product in market, and was listed as open and currently raising.

Founding story

MRGN was founded in March 2023 by Yoni Rubin, who serves as CEO and is described as having 15 years of business operations experience, involvement in raising $250M, one IPO and one NYSE up-list, and prior service as a military commander.

Business model

MRGN sells analytics and operational insight capabilities to small businesses, beginning with the restaurant sector, positioning its offering across SaaS/enterprise analytics, big data and AI/machine learning categories.

Traction

MRGN reports a product in market and a team of nine employees, and is listed as open and currently raising.

Latest developments

MRGN is listed with an open operating status and as currently raising on its TechCrunch Startup Battlefield profile.

▸Full profile — market position, technology, go-to-market, geography, history

Market position

MRGN is an early-stage foodtech and analytics company positioned around restaurant profitability and small-business operational efficiency.

Technology

The company provides on-the-fly insights generated from real-world, real-time economic fluctuations, and is classified under analytics, big data and AI/machine learning; its CPO's background is in B2B enterprise SaaS product management with a focus on large language models.

Go-to-market

Small businesses, with an initial focus on restaurants; more broadly, growing companies seeking to operationalize and scale internal operations.

Geography

Headquartered in New York, NY, United States.

History

Founded in March 2023 in New York, NY and incorporated as a C-corp, MRGN reached a product-in-market stage with a team of nine. It has appeared as a TechCrunch Startup Battlefield company profile, listed as open and currently raising.

Compiled by commissioned research from 5 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
Company stageJan 2026Product In Market
EmployeesJan 20269 people
HeadcountAug 20262
Operating statusJan 2026Open; currently raising

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Related companies · 8

ToastToast provides a restaurant management platform combining point-of-sale hardware (Flex POS, Toast Go 3 handheld) with software tools for online ordering, payroll, and other operations. It serves restaurants and restaurateurs across the food service industry.
7shifts7shifts is a scheduling and payroll platform built for restaurant teams, offering an app and restaurant-specific tools to manage staff, reduce errors, and control labor costs. It serves over 55,000 restaurants.
TouchbistroTouchBistro is an all-in-one POS and restaurant management system that provides restaurateurs with payment processing, online ordering, reservations, and related tools. The platform helps restaurant operators increase sales, improve guest experiences, and reduce operational costs.
Restaurant 365Restaurant365 provides cloud-based enterprise management software for restaurants, integrating accounting, store operations, and workforce management into a single platform. The company serves restaurant concepts nationwide with solutions for financial visibility, operational efficiency, and employee management.
LightspeedLightspeed provides a point-of-sale and payments platform that lets retail and hospitality businesses sell in person, online, and on social channels from one connected system. It offers inventory management, integrations, embedded funding, and B2B wholesale ordering for merchants across more than 100 countries.
KNOWKNOW is an employee communication platform designed for frontline and distributed teams, offering real-time messaging, digital notice boards, pulse polls, and engagement tracking in a single application. The platform integrates internal communications directly into daily work operations, helping organizations close communication gaps between management and shop floor employees.
Black Box IntelligenceBlack Box Intelligence offers an AI-based restaurant performance platform that combines guest experience management (surveys, reputation management), financial benchmarks, and workforce analytics into a single connected view. It serves restaurant brands and operators, benchmarking their performance against an industry dataset via its Restaurant Performance Network.
EaterEater is a digital media brand covering food and dining culture through a national website, iOS app, local city sites, YouTube channel, podcasts, and newsletters. The brand provides restaurant recommendations, dining guides, and food journalism across multiple platforms and formats.

Companies working in the same space as MRGN.

▸Research sources · 5

primary sources listed

5 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does MRGN do?
MRGN is a New York analytics startup helping small businesses, starting with restaurants, improve margins using live market data.
Who are MRGN's investors?
MRGN's investors include Techstars.
Where is MRGN headquartered?
MRGN is headquartered in New York City, US.