Business Chain tracks 186 funding programmes. 118 of them will take an AI or machine-learning company's application, and 112 of those are grants that take zero equity. That's the good news. The less comfortable news is that "non-dilutive" describes what a programme doesn't take from your cap table, not what it doesn't ask of your time. Every grant on this list has a price. It's just paid in reporting hours, spending restrictions, and waiting, not in shares.
What "free" money actually costs
Four costs show up across almost every programme in the catalogue, whether the cheque is $10,000 or $1 million.
- Reporting duties. Programmes that disburse by milestone, like Flare Grants Program, release funds per milestone under a grant agreement, not as a lump sum. You write progress reports to get the next tranche, which means someone on your two-person team is doing grant admin instead of shipping.
- Restricted spending. A grant earmarked for R&D can't quietly become payroll for a sales hire. Trailblazer 2.0: $1M in Grants to Power Agentic DeFi on Arbitrum caps each individual submission at $10,000 out of a $1M pool, which tells you the money is scoped to a specific deliverable, not general runway.
- Matching requirements. Some state-backed programmes expect you to bring capital alongside theirs. Advanced Industries Accelerator Grants from Colorado OEDIT goes up to $250,000, but the structure of accelerator-style grants like this one typically assumes co-investment, so read the award terms before you count the full figure as yours.
- Slow disbursement. "Rolling basis" sounds fast. In practice it means no deadline pressure for the funder either. SCRA Startup & Acceleration Grants (up to $25,000 Startup, $50,000 Acceleration) reviews on a rolling basis, which is great for not missing a window and bad if you need cash by a specific date.
Cash, compute, or a prize: match the shape to your stage
Non-dilutive funding for AI startups comes in three real shapes, and conflating them is how founders waste weeks applying to the wrong one.
- Cash grants suit you pre-revenue, when you need runway to finish a prototype. Starknet Seed Grants pays up to $25,000 in STRK with no application deadline, reviewed in rounds. NC IDEA Grants offers $10,000 at the MICRO stage or $50,000 at SEED. Launch Minnesota Innovation Grants goes up to $50,000 for Minnesota-based founders. These three are the closest thing to unrestricted seed capital you'll find without giving up ownership.
- Compute and cloud credits suit you once you have a model that needs to train or serve at scale and your biggest cost line is GPU hours, not salaries. The catalogue's AI and ML category lists providers that fund infrastructure instead of cash. Check businesschain.us/funds/category/ai-ml directly rather than defaulting to cash grants if compute is your real bottleneck.
- Prizes and challenges suit a specific, demoable milestone rather than general operating costs. BNB Chain Grants pays up to USD 200,000 per project, and SSV Network Grants Program has a $5M pool. Both fund builders who ship something concrete on their infrastructure, not a roadmap.
The eligibility traps that disqualify you after you've already written the proposal
The expensive mistake isn't missing a grant. It's spending two days on an application for one you were never eligible for. Two real examples make the pattern clear.
- NVIDIA Inception requires at least one developer on the founding team, requires the company to be incorporated and under ten years old, and explicitly excludes consulting firms and resellers. If your team is two non-technical founders outsourcing the build, or your business model is reselling someone else's AI product, you're disqualified before you start, regardless of how good the pitch is.
- AI Grant funds open source projects specifically. If your core product is a closed, proprietary model you have no intention of open-sourcing, this isn't your programme, no matter how strong the technology is.
- The same logic applies to every ecosystem-specific grant in the catalogue. Base Builder Grants (1 to 5 ETH) funds projects built on Base. BNB Chain Grants funds projects on BNB Chain. SSV Network Grants Program funds projects using SSV infrastructure. An AI product that doesn't actually integrate with that chain won't clear review, even if it's technically "blockchain-adjacent."
If you haven't incorporated yet
Programmes like NVIDIA Inception test your incorporation status directly, so apply to those once the paperwork is done and not a day before. But incorporation status isn't a universal gate. Protocol and research-style grants evaluate the proposal itself more than the entity behind it, which is why NLnet Foundation Grants (between €5,000 and €50,000 for a first grant, next deadline November 3rd 2026, 12:00 CET) and open-source-first programmes are worth applying to while your incorporation is still in progress. Use that window to build a working demo, then move to rolling-basis cash grants like Starknet Seed Grants or SCRA, which don't force you to wait for a fixed deadline once you're ready.
If your timing works differently, Circle Developer Grants accepts applications on a rolling basis too, though its first 2026 cohort has already been selected, which is a reminder that "rolling" still has internal cutoffs you won't see until you ask.
None of this is a reason to avoid non-dilutive funding. It's a reason to read the obligations before the amount. The full list of 112 no-equity grants, including the ones that didn't fit in this article, is at businesschain.us/funds/type/grant, and the ones specifically open to AI and ML teams are filtered at businesschain.us/funds/category/ai-ml.