AI Funding

How much funding is available, and what does it mean in CFO terms?

Funding levels vary by scheme, company profile, and project type, but CFO decision-making should focus on two numbers: net cost after funding, and timing of cash. A smaller grant that arrives quickly and cleanly can be more valuable than a larger award with slow drawdown and heavy reporting.

Typical AI funding tools and where they fit

Worked example: structuring AI grants, R&D tax for AI, and VC in one plan

A venture-backed AI company in Ireland plans a 12-month build phase for a regulated decisioning engine.

Assumptions (illustrative):

• Total qualifying AI R&D spend: €1,000,000
• Mix: salaries, cloud compute, tooling, and third-party technical support
• The company also secures a grant that covers a defined portion of eligible costs

CFO-led approach:

1. Ring-fence grant-funded work packages so you can clearly identify which costs are grant-supported.
2. Build an R&D cost model that excludes grant-funded expenditure from the R&D tax credit calculation where required.
3. Use the R&D tax credit as runway extension, not as a substitute for governance. Investors will often accept it as a predictable component of the financing plan once evidence is robust.

FAQs – AI Funding Ireland

The questions below reflect what CFOs, CEOs, and Heads of Tax typically ask when operationalising AI funding in Ireland.

Does software and machine learning development qualify for R&D tax for AI?

Yes, when the work seeks a technological advance and resolves genuine uncertainty through experimentation, not routine implementation.

Can we claim the R&D tax credit if we are loss-making?

Often yes, depending on your circumstances, because the credit is designed to support qualifying R&D spend even where current tax capacity is limited.

Do grants affect our R&D tax credit position?

They can. If expenditure is met by grant assistance, it may not qualify for the R&D tax credit, so you need clear cost mapping and governance.

What evidence is most important for AI funding?

Clear articulation of the technical uncertainty, experiment design, results, and why the outcome was not known in advance, backed by robust cost attribution.

Which AI grants are best for early-stage companies?

Feasibility supports and innovation vouchers are often the best starting points, followed by partnership programmes that strengthen technical credibility.

Is Horizon Europe relevant for AI companies based in Ireland?

Yes. AI and robotics themes are explicitly included in the digital and industry cluster, and Irish participants can be very competitive with the right consortium and narrative.

How does AI funding interact with VC funding?

Non-dilutive funding generally reduces burn and de-risks execution. The CFO priority is to avoid creating compliance drag that slows product delivery, while maintaining a defensible evidence trail that investors can trust.

What is the first step if we want to move quickly?

Start with an eligibility and funding map that identifies qualifying AI work packages, prioritises the fastest funding routes, and establishes an evidence and cost architecture you can reuse.