
Geometric Data Analytics, Inc. (GDA) leverages mathematical rigor and scientific progress to solve complex data analysis challenges, particularly in areas influenced by the shape of datasets. Their expertise spans topological data analysis (TDA), differential equations, machine learning, AI, physics, biology, applied mathematics, data visualization, and computer science. GDA focuses on developing trustworthy, agile, and deployable software solutions using test-driven development, CI/CD pipelines, and scalable microservices. They collaborate with government agencies (DARPA, NASA, NSA), universities, and private companies on projects ranging from safety-critical AI verification and validation to AI-assisted engineering design and wildfire behavior modeling. GDA's products include ClassiFuel for fuel classification from images and the Artificial Intelligence Design Assistant (AIDA) for engineering design. Their work aims to provide novel insights and practical solutions by applying advanced mathematical and computational techniques to real-world problems.

Geometric Data Analytics, Inc. (GDA) leverages mathematical rigor and scientific progress to solve complex data analysis challenges, particularly in areas influenced by the shape of datasets. Their expertise spans topological data analysis (TDA), differential equations, machine learning, AI, physics, biology, applied mathematics, data visualization, and computer science. GDA focuses on developing trustworthy, agile, and deployable software solutions using test-driven development, CI/CD pipelines, and scalable microservices. They collaborate with government agencies (DARPA, NASA, NSA), universities, and private companies on projects ranging from safety-critical AI verification and validation to AI-assisted engineering design and wildfire behavior modeling. GDA's products include ClassiFuel for fuel classification from images and the Artificial Intelligence Design Assistant (AIDA) for engineering design. Their work aims to provide novel insights and practical solutions by applying advanced mathematical and computational techniques to real-world problems.
Specialty: Topological and geometric data analysis, deployable ML software
Headquarters: Durham, North Carolina
Customers: U.S. government agencies and research organizations
Notable products: ClassiFuel; Artificial Intelligence Design Assistant (AIDA)
Team size: Approximately 11 employees
Complex data analysis where dataset shape and topology inform insights; safety-critical AI verification, engineering design assistance, and domain science modeling.
2012
Data and Analytics
200000
Reported DOE grant entry in May 2023 (Dealroom/Crunchbase reporting)
Participation in NSF funding programs noted
State-level support listed
“Receives government grants and small-business program support (DOE, NSF, state program)”