deduplication
(5)
NewsCatcher
NewsCatcher is a news and web search API company that turns the open web into a clean, structured database of real-world events. It pulls from 90,000+ global sources, then deduplicates, enriches, and standardizes the articles so risk, finance, and AI teams can query news the way they query a database. Founded by Artem Bugara and Maksym Sugonyaka, it went through Y Combinator in Summer 2022.
MonetaGo
MonetaGo builds digital public infrastructure for trade and finance, best known for its Secure Financing system that detects duplicate financing fraud without exposing sensitive data. By turning trade documents into cryptographic digital fingerprints and checking them against a global registry inside a confidential computing environment, MonetaGo lets banks, TReDS exchanges and central banks verify that an invoice or bill of lading has not already been financed elsewhere - preserving privacy while closing a major gap in trade finance risk.
Neuralk-AI
Neuralk-AI is a Paris-based deeptech startup building foundation models for tabular, structured data - the spreadsheets, SQL tables and product catalogs that run retail and commerce but that large language models handle poorly. Its in-house model, NICL (Neuralk In-Context-Learning), delivers predictions via API for tasks like product classification, deduplication, catalog cleaning, demand forecasting and personalization, and the company maintains TabBench, an open benchmark for evaluating tabular models on real industrial use cases. Founded in 2023 by Antoine Moissenot and Alexandre Pasquiou, Neuralk-AI raised a $4M seed round in February 2025 led by Fly Ventures, with angels including Hugging Face co-founder Thomas Wolf and Alan's Charles Gorintin.
Panzura
Panzura is an enterprise hybrid cloud data management company whose flagship CloudFS turns object storage into a single, global file system - letting distributed teams edit the same files across continents as if they were sitting in the same office. Paired with its Symphony data services platform and the newer Nexus AI connector, Panzura consolidates sprawling unstructured data, defends it against ransomware with immutable storage, and is now positioning that data to feed enterprise AI tools like Microsoft 365 Copilot.
Openprise
Openprise is a San Mateo-based enterprise SaaS company that builds a no-code RevOps Data Automation Cloud. Its platform handles the unglamorous plumbing behind revenue teams - cleansing, deduping, enriching, scoring, routing, and unifying B2B data across Salesforce, Marketo, HubSpot, Eloqua, Pardot and other GTM systems - so marketing, sales and ops teams can stop firefighting spreadsheets and start pulling levers.