Latest insights
AI Tax Incentives for US Businesses (2026)
A cited 2026 guide to the tax incentives a US business can use for AI work — the R&D tax credit, Section 174A expensing, and state R&D credits — and what doesn't qualify.
Grants & FundingAre There Grants to Buy AI Software? An Honest 2026 Answer
A straight answer for US businesses: whether federal or state grants will pay for AI software in 2026, and the funding that actually exists instead.
Grants & FundingAI Workforce & Upskilling Funding for US Employers: The Real Channels
A 2026 guide for US employers on funding AI workforce training — WIOA reimbursement, state incumbent-worker programs, apprenticeship, and the honest truth about federal AI training grants.
Grants & FundingCHIPS Act Funding and AI: What It Does (and Doesn't) Fund
An honest 2026 guide to CHIPS Act funding for US businesses — who actually qualifies, and why it's not AI-adoption money for ordinary companies. Cited to nist.gov.
Grants & FundingDepartment of Energy (DOE) AI Funding for Businesses (2026)
What DOE funding — SBIR/STTR and ARPA-E — actually offers US businesses working on AI, and the honest limits on AI eligibility. Cited to energy.gov.
Grants & FundingEconomic Development Administration Tech Grants: What Businesses Can (and Can't) Get
An honest 2026 guide to EDA tech grants for US businesses — why for-profits aren't directly eligible, what the new AI Upskill Accelerator funds, and the realistic alternatives.
Grants & FundingFederal AI Grants Directory for Businesses (2026)
A cited 2026 directory of federal funding a US business can realistically use for AI — SBIR/STTR by agency, NSF, R&D tax incentives, SBA loans — and the honest truth about 'AI adoption' grants.
Grants & FundingDepartment of Defense AI Funding for Companies (2026)
How US businesses can access DoD AI funding in 2026 — SBIR and the Defense Innovation Unit (DIU) — and why most of it is contracts, not grants. Cited to diu.mil.
Grants & FundingGrants for AI in Education: What Ed-Tech Companies Can Actually Get
An honest 2026 guide to grants for AI in education — the ED/IES SBIR program for ed-tech R&D, who's eligible, award sizes, and why schools adopting AI is a different question.
Grants & FundingGrants for AI in Healthcare: What US Health Companies Can Actually Get
An honest 2026 guide to grants for AI in healthcare — NIH SBIR/STTR, ARPA-H programs, who's eligible, and why there's no grant simply to adopt AI in a clinic or hospital.
Grants & FundingGrants for AI in Logistics: What US Transportation & Freight Companies Can Get
An honest 2026 guide to AI funding for logistics and freight — the US DOT SBIR program, its FY26 freight-AI topics, and why there's no grant to simply adopt AI at a carrier or 3PL.
Grants & FundingGrants for AI in Manufacturing: What US Manufacturers Can Actually Get
An honest 2026 guide to AI funding for US manufacturers — NIST MEP technical assistance, DOE advanced-manufacturing SBIR, and why there's no grant to simply adopt AI on the factory floor.
Grants & FundingHow to Fund AI Adoption for Your Business (2026)
A practical 2026 playbook for funding AI in a US business — which lever fits which situation, from R&D tax treatment to SBIR grants to SBA loans.
Grants & FundingHow to Write a Grant Proposal for an AI Project
A 2026 practical guide to writing a federal grant proposal for an AI project — the SBIR/STTR structure, what reviewers look for, common pitfalls, and free help.
Grants & FundingManufacturing Extension Partnership (MEP) and AI (2026)
How NIST's Manufacturing Extension Partnership helps US manufacturers adopt AI and automation — what it offers, who qualifies, and its limits. Cited to nist.gov.
Grants & FundingNew York State Technology Funding for AI Companies (2026)
What New York actually offers tech and AI companies in 2026 — the Excelsior Jobs Program and NYSTAR matching grants — and the truth about AI-specific funding.
Grants & FundingNonprofit Technology Grants for AI: What 501(c)(3)s Can Actually Get
A 2026 guide to nonprofit technology funding for AI — TechSoup, Google for Nonprofits, Microsoft and AWS nonprofit programs — and the donated software for-profits can't get.
Grants & FundingNSF Funding for AI Projects (America's Seed Fund, 2026)
How NSF's SBIR/STTR program funds AI startups in 2026 — award amounts, the AI topic areas, eligibility, and the Project Pitch process. Cited to NSF.
Grants & FundingR&D Tax Credit for AI & Software Development (2026)
How the federal R&D tax credit and the restored Section 174A deduction apply to AI and software development for US businesses in 2026 — with official IRS sources.
Grants & FundingSBA 7(a) Loans for Technology & AI Projects (2026)
How US small businesses can use SBA 7(a) loans to finance AI and technology investments in 2026 — terms, the July 2026 limit increase, and the grant-vs-loan reality.
Grants & FundingSBIR Grants for AI Startups (2026)
How the SBIR program funds AI R&D for US startups in 2026 — phases, award amounts, the 11 agencies, eligibility, and how to apply. Cited to sbir.gov.
Grants & FundingState R&D Tax Credits for Software Companies (2026)
A cited 2026 guide to state R&D tax credits for software and AI companies — how they work, examples from California, New York, Texas, and Massachusetts, and what qualifies.
Grants & FundingSTTR Grants Explained for AI Companies (2026)
What the STTR program is, how it differs from SBIR, and when it's the right fit for a US AI company partnering with a university. Cited to sbir.gov.
Grants & FundingState Small Business Grants for Technology: How to Find the Real Ones
An honest 2026 guide to state small-business technology grants — why most state 'tech funding' is actually tax credits or jobs incentives, plus the real programs and how to search your state.
Grants & FundingTexas Technology Funding for AI Companies (2026)
What Texas actually offers tech and AI companies in 2026 — the Texas Enterprise Fund and Semiconductor Innovation Fund — and the truth about AI-specific grants.
Grants & FundingUSDA Rural Business Grants for Technology: What Rural Companies Can Actually Get
An honest 2026 guide to USDA rural business funding for technology — why for-profits aren't directly eligible for RBDG, what NIFA SBIR offers, and the realistic levers for rural AI adoption.
Grants & FundingWorkforce Development Grants for AI Upskilling: What's Actually Available
An honest 2026 look at workforce development grants for AI upskilling — why no single business gets a federal 'AI training grant,' what the EDA AI Upskill Accelerator funds, and the real channels.