The economics of innovation: why the state pays for risk the market won’t take

Government & Innovation Funding2026-10-026 min readAtlas Strategy Group

Companies applying for public innovation funding often frame the relationship as a subsidy they must qualify for — free money for a worthy project. The frame is wrong, and it produces wrong applications. Public funding of innovation exists because of a specific, well-described gap in how markets finance new knowledge, and every serious program is an instrument built for that gap. Applicants who understand the instrument write different, stronger applications — addressed to the gap rather than to a phantom subsidy desk.

The gap: private returns and social returns diverge

The core of the logic is that innovation creates value its creator cannot capture. A company that solves a technical problem generates knowledge that spills to competitors, suppliers, customers, and entire industries — the history of most transformative technologies is a history of spillovers the original investors never collected. Where private returns fall visibly short of total returns, rational private capital finances too little innovation: not because investors are blind, but because the part of the value they cannot pocket is not part of their calculation. This is the market failure public programs answer — not a lack of goodwill among investors, but a structural feature of knowledge as an asset.

Why the gap is widest at the earliest stages

The divergence is not uniform across a project's life. The earliest phases — the research, the first proof of concept, the unproven demonstration — concentrate the features private capital prices worst: outcomes are the most uncertain, timelines are the longest, and the results, when they arrive, are the least protected and the most spilling. Later stages are the opposite: risk is bounded, the asset is defined, exclusivity is contractible. So the market systematically over-funds the back of the innovation pipeline and under-funds its front, and the programs — grants, innovation agencies, co-financing instruments — are designed, in almost every serious jurisdiction, against exactly this shape: what public money finances is the part the market will not price. That is also why program conditions look the way they do — the reporting, the dissemination expectations, the focus on de-risking — the money is buying the spillover, and the conditions are the receipt.

What the logic means for applicants

Three practical consequences follow. First, the honest application frames the project inside the gap: the early, uncertain, spilling phase where private capital will not lead — not because the company is weak, but because this is what the instrument was built for. Program fit is largely a match between the project's stage and the instrument's gap. Second, the application treats its results' travel beyond the company as a feature, not a leak: spillovers are what the money is buying, and a project whose benefits die inside one firm is asking for the wrong instrument. Third, the application connects the public phase to a private continuation: the program's logic ends where the market can price, and showing that handover — the point where private capital takes the project onward — proves the instrument worked rather than merely dispensed.

Public innovation money is not a prize for being a good business. It is a purchase of the part of innovation's value that no private balance sheet can hold — and the application is written to that purchase.

Positioning a project inside this economics — the gap, the spillover, the handover — is the conceptual half of a funding strategy: the half that decides which programs the project applies to at all, and what the application argues before a single form is filled. It is also where readiness work and positioning work get their direction: tools without the economics point at whichever program is nearest; tools with it point at the instrument shaped like the project's own gap.