data-harmonization
(4)
Briya
Briya is a healthcare data company that connects hospitals, health systems, and researchers to life sciences organizations through a secure, privacy-preserving data exchange network. Its blockchain-secured infrastructure standardizes electronic health records and keeps data at its source, while its flagship product, Briya AIRE, is a clinical-grade conversational AI research platform that lets scientists query and analyze real-world medical data in plain language. Founded in 2020 by David Lazerson and Guy Tish, Briya spans a global network of more than 120 million patient records and aims to accelerate medical and epidemiological research without the friction of traditional data integration.
Embleema
Embleema is a New York- and France-based healthcare technology company that builds a unified real-world data and evidence platform for clinical research. It aggregates clinical, genomic, and patient-reported data from electronic medical records, wearables, biospecimens, and patient apps into regulatory-grade datasets, and uses no-code protocol tools plus dynamic consent to help pharmaceutical sponsors, research sites, and patient groups run non-interventional and Phase IV studies faster and at lower cost. Founded in 2017 by Robert Chu, the company started with a patient-driven health blockchain and its analytics stack has been used by the FDA for genomic regulatory review.
Bedrock Analytics
Bedrock Analytics is an Oakland-based B2B SaaS company that turns the messy syndicated sales data CPG (consumer packaged goods) brands buy from sources like NielsenIQ and Circana into clear, automated selling stories. Built 'by CPG people for CPG people,' its cloud platform harmonizes retail data and uses a multi-model AI stack (ChatGPT, Claude, Llama) to generate visualizations, insights, and AI-driven sales decks - helping brand sales teams win shelf space and category reviews. The company tracks more than $100 billion in CPG sales across 80+ categories every month.
Alloy.ai
Alloy.ai is a San Francisco-based software company that gives consumer goods brands a real-time, end-to-end view of demand and inventory across every retail and e-commerce channel. Its platform automatically ingests and harmonizes point-of-sale, inventory, and ERP data from hundreds of trading partners, then layers analytics, forecasting, and AI agents on top so brands can sense demand shifts, catch stockouts and phantom inventory, and respond in seconds rather than days. Customers like Crayola, BIC, Valvoline, Melissa & Doug, and Anker use it to cut out-of-stocks and protect revenue with their retail partners.