European regional development boards and national funding agencies pour billions of euros into advanced scientific research every year. The explicit goal of this capital is to stimulate regional economies, create high-skill jobs, and solve pressing societal challenges through technological innovation.
Yet, when we audit the commercial yield of these investments—specifically in the realm of complex physical instrumentation—the return on investment (ROI) is often surprisingly low. A region might fund ten brilliant academic hardware prototypes, only to see nine of them die in the lab or fail as fragile, undercapitalized spin-offs.
To build a truly resilient, globally competitive manufacturing sector, ecosystem builders must rethink how public capital is deployed. We must move away from funding isolated, redundant hardware startups and shift toward structural, shared execution models.
The Problem with Fragmented Funding
Regional economic strategies frequently rely on targeted funding vehicles, such as High Tech Systems and Materials (HTSM) innovation funding, to bridge the gap between academic research and commercial deployment.
The traditional mechanism for deploying these funds is to distribute them across dozens of independent university spin-offs. From a macroeconomic perspective, this is highly inefficient. When you fund ten different hardware spin-offs, you are paying for ten different companies to independently hire CEOs, rent office space, and—most wastefully—engineer basic infrastructure from scratch.
Each spin-off uses its public grant money to figure out fundamental CE-marking compliance, design bespoke power backplanes, and write completely new data acquisition software. By the time they actually begin to commercialize their core scientific breakthrough, the grant capital is exhausted. The fragmented funding model virtually guarantees that niche hardware companies will starve in the "Valley of Death."
Capital Efficient Hardware Scaling
To maximize the ROI of public R&D, regional development boards must champion capital efficient hardware scaling.
This requires recognizing that low-volume, highly specialized scientific instruments (e.g., custom metrology tools, advanced microfluidic platforms) do not possess the massive Total Addressable Markets (TAM) required to survive as standalone, venture-backed companies. They cannot afford redundant R&D.
The most capital-efficient strategy for a regional ecosystem is to support centralized productization hubs. Rather than funding ten separate physical infrastructures, development boards should encourage models where the "Platform Tax"—the 80% of engineering required to build standard enclosures, Python/PyQt software architectures, and universal DAQ backplanes—is solved once and shared across multiple academic innovations.
When a deep tech venture studio or centralized commercialization hub handles the foundational engineering, the cost to bring a new scientific instrument to market plummets.
De-risking Regional Innovation Grants
For economic policymakers, shifting support toward centralized productization engines offers a massive strategic advantage: drastically de-risking regional innovation grants.
When a public agency awards a €250,000 commercialization grant to a standalone academic team, the execution risk is astronomical. The agency is betting that researchers can simultaneously master complex supply chains, regulatory compliance, and direct sales.
Conversely, when an agency mandates or encourages academic teams to partner with an established productization engine at the pre-award stage, the risk profile transforms. The grant money is no longer wasted on trial-and-error foundational engineering. Instead, 100% of the public capital is deployed toward translating the "Novel 20%" of the science into a pre-existing, commercial-grade infrastructure.
A Sustainable Industrial Yield
By rethinking how we deploy HTSM and similar innovation funds, we can fundamentally alter the output of our regional deep tech ecosystems.
Instead of generating a high volume of fragile, failing spin-offs, we generate a high volume of stable, CE-marked commercial products. We keep highly skilled engineering talent anchored in the region, drive consistent, recurring revenue to local specialized machine shops, and ensure that publicly funded breakthroughs actually reach the global market.
True public R&D ROI is not measured by the number of startups incorporated; it is measured by the number of technologies successfully deployed.