
MatchbookAI is a next-generation External Data Intelligence platform designed to empower enterprises to master, enrich, and act on their data with speed, precision, and confidence. Born from over two decades of data engineering and enterprise transformation experience, we bring trusted data-driven insights to companies across industries. What We Do Automated Entity Mastering: Clean, match, and enrich customer, vendor, and partner data using advanced AI and a rich referential data ecosystem. Real-Time External Data Intelligence: Connect your systems (CRMs, ERPs, MDMs, lakehouses) to external data sources and maintain a single source of truth. Plug-&-Play Integrations: Native support for platforms like Snowflake, Databricks, SAP, and Salesforce for rapid deployment and enterprise scale. Governance & Quality by Design: Continuously monitor, score, and refine your external data with traceability and stewardship built in. Why It Matters In today’s fast-paced business world, data isn’t just an asset—it’s a competitive edge. Over 80% of companies struggle with fragmented, inconsistent data. MatchbookAI solves this by delivering clean, trustworthy, action-ready data that fuels revenue growth, operational efficiency, compliance, and strategic advantage. Our Mission To make trusted data instantly available so organizations can unlock actionable insights, turn data into outcomes, and navigate smarter business decisions in the age of intelligence.

MatchbookAI is a next-generation External Data Intelligence platform designed to empower enterprises to master, enrich, and act on their data with speed, precision, and confidence. Born from over two decades of data engineering and enterprise transformation experience, we bring trusted data-driven insights to companies across industries. What We Do Automated Entity Mastering: Clean, match, and enrich customer, vendor, and partner data using advanced AI and a rich referential data ecosystem. Real-Time External Data Intelligence: Connect your systems (CRMs, ERPs, MDMs, lakehouses) to external data sources and maintain a single source of truth. Plug-&-Play Integrations: Native support for platforms like Snowflake, Databricks, SAP, and Salesforce for rapid deployment and enterprise scale. Governance & Quality by Design: Continuously monitor, score, and refine your external data with traceability and stewardship built in. Why It Matters In today’s fast-paced business world, data isn’t just an asset—it’s a competitive edge. Over 80% of companies struggle with fragmented, inconsistent data. MatchbookAI solves this by delivering clean, trustworthy, action-ready data that fuels revenue growth, operational efficiency, compliance, and strategic advantage. Our Mission To make trusted data instantly available so organizations can unlock actionable insights, turn data into outcomes, and navigate smarter business decisions in the age of intelligence.
What they do: External data intelligence platform: entity resolution, data mastering, enrichment, realtime APIs, and governance
HQ: Santa Monica / Los Angeles, California
Founded / leadership: Founded by Rushabh Mehta; Brian Mac Mahon listed as Co‑Founder & CRO
Employees: 37
Known funding: $1.3M seed round (Oct 2021); investors include Incisive Ventures, CrossCut Ventures, Panache Ventures
Fragmented and inconsistent external enterprise data across CRMs, ERPs, MDMs, and data platforms leading to poor analytics, operational inefficiencies, and compliance risk.
2018
Enterprise software / Data management
$1.3M
Institutional investors named include Incisive Ventures, CrossCut Ventures, and Panache Ventures; additional angels/early investors reported
“Backed by early-stage institutional investors (Incisive Ventures, CrossCut Ventures, Panache Ventures) and a roster of angel/early investors”
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