Texas is emerging as a major hub for artificial intelligence development, with significant AI operations in Austin, Dallas, and Houston. AI businesses in Texas — from machine learning startups to companies applying AI in healthcare, energy, manufacturing, and logistics — can access federal R&D grants, tax credits, state workforce programs, and local accelerator resources.
Federal AI Funding Programs
- SBIR/STTR: Multiple federal agencies fund AI research. NSF, DOD, DOE, NIH, and NIST all issue SBIR/STTR solicitations for AI and machine learning applications. Phase I awards provide $275,000 to $300,000; Phase II awards provide $750,000 to $2 million. SBIR guide.
- NSF AI research grants: NSF funds AI research through multiple programs including the National AI Research Institutes program. NSF SBIR guide.
- DOD AI programs: The Department of Defense funds AI for defense applications through SBIR and direct contracts. DOD SBIR guide.
- R&D tax credits: AI development expenses — including salaries for ML engineers, data scientists, and software developers — qualify for federal R&D credits. Startups under $5 million in revenue can offset payroll taxes. R&D guide.
State Programs
- Texas Enterprise Fund: For major AI company expansions creating significant jobs. TEF guide.
- Skills Development Fund: Workforce training grants for AI and data science roles. SDF guide.
- CPRIT: For AI applied to cancer research and diagnostics. CPRIT guide.
Texas AI Ecosystem
- Austin: Major AI operations from Apple, Google, Meta, Oracle, and growing AI startups. Capital Factory and other accelerators support AI companies.
- Dallas: Enterprise AI, fintech AI, and defense AI companies. AT&T and Texas Instruments drive AI-adjacent activity.
- Houston: AI applied to energy, healthcare, and logistics. Texas Medical Center AI programs and energy industry AI applications.
Complementary Programs
- SBA 7(a) loans: Working capital for AI companies. SBA 7(a) guide.
- Texas tech startup funding: Tech startup guide.
Bottom Line
Texas AI businesses can access SBIR/STTR grants from multiple agencies, R&D tax credits (with the payroll tax offset for early- stage companies), state workforce training, and a growing ecosystem of accelerators and industry partners. The most direct government funding for AI comes through SBIR/STTR and R&D credits, which require no equity dilution.
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