test-data-management
(5)
Synthesized
Synthesized is a London- and New York-based enterprise software company that automates the creation of production-realistic test data. Its AI-driven platform generates, masks, and subsets data from sensitive systems so teams can validate software, database migrations, and AI agents before they reach production - all while preserving privacy and meeting regulations such as GDPR. Founded in 2020 by Cambridge machine-learning PhD Nicolai Baldin, the company counts Deutsche Bank and UBS among its customers and raised a $20M Series A in September 2025.
K2view
K2view is an enterprise data company founded in 2009 and headquartered in Yokneam, Israel, with US operations in Texas. Its patented Data Product Platform is built on a proprietary micro-database technology that organizes fragmented enterprise data by business entity - a customer, order, product or loan - so each entity's data lives in its own encrypted, real-time, individually managed database. The approach powers data integration, test data management, data masking, synthetic data generation and, increasingly, AI-ready data pipelines that ground large language models and AI agents. K2view serves large enterprises in telecom, banking, healthcare, insurance and retail, including AT&T, Verizon, Vodafone and BBVA, and has raised roughly $43 million in funding.
Tonic.ai
Tonic.ai builds synthetic data infrastructure that lets engineering and AI teams work with realistic, privacy-safe stand-ins for production data. Its platform de-identifies, masks, subsets, and synthesizes both structured databases and unstructured text so developers can test software, train models, and feed LLM and RAG pipelines without exposing sensitive information. Founded in 2018 by a team out of Palantir and Tableau, the San Francisco company serves enterprises across finance, healthcare, and technology and has raised roughly $56M in venture funding.
Nicolai Baldin
Nicolai Baldin is the co-founder and CEO of Synthesized, a London and New York-based DataOps and AI-powered test data automation platform he launched after a PhD in machine learning and statistics at the University of Cambridge. Synthesized generates synthetic, compliant, production-like data that enterprises use to test software, train models, and share information across regulatory boundaries. In September 2025 the company raised a $20M Series A led by Redalpine to expand into automated software testing for the age of 'vibe coding.'
Perforce Software
Perforce Software builds the version control, DevOps, and quality tools that large engineering teams lean on when their codebases and binary assets grow too big for ordinary tools. Its flagship - Helix Core, rebranded P4 in 2025 - moves enormous game studios, semiconductor designers, automakers, and defense programs along, while a portfolio gathered through acquisitions (Puppet, Perfecto, Delphix, Klocwork, Gliffy and more) extends from source control into static analysis, test automation, infrastructure automation, and test data management. Founded in 1995 and now backed by Clearlake Capital and Francisco Partners, Perforce powers more than half of the Global 500.