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Droice Labs develops AI middleware solutions, including Hawk and SuperLineage, that transform raw, complex real-world data (RWD) such as EHR, labs, and claims into high-quality, analysis-ready data…

Droice Labs develops AI middleware solutions, including Hawk and SuperLineage, that transform raw, complex real-world data (RWD) such as EHR, labs, and claims into high-quality, analysis-ready data…
What they do: AI middleware (Droice Hawk) that converts messy RWD (EHR, claims, labs, clinical text) into analysis-ready, traceable data for clinical trials and RWE
Key products: Droice Hawk, Flamingo (medical NLU), SuperLineage (element-level lineage)
Headquarters: New York, NY
Team size: ~19 employees
Funding signal: Multiple early rounds and non-equity assistance; known program investors include PharmStars and SAP.iO
Real-world data (RWD) preparation and validation for clinical trials, real-world evidence, and regulatory/reimbursement decision-making.
Healthtech / AI for healthcare
Dealroom lists an entry dated Apr 2016 (amount not disclosed)
Dealroom lists an entry dated Sep 2016 (amount not disclosed)
Dealroom lists an entry dated Apr 2017 (amount not disclosed)
Dealroom lists an entry dated Oct 2017 (amount not disclosed)
Dealroom lists an entry dated Sep 2019 (amount not disclosed)
Latest listed funding date per company snapshot (amount not disclosed)
“Program and strategic investors including PharmStars and SAP.iO; additional investors reported in databases include Almaworks and Dorm Room Fund”
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