£10 Million Boost for UK Deeptech Ventures

Empirical Ventures, a Bristol-based investment fund, has announced a new £10 million commitment from the British Business Bank (BBB) through its Regional Angels Programme. This funding brings the total BBB support for Empirical Ventures to £15 million, solidifying its mission to back "venture scientists" across the UK.

The fund, co-founded by two scientists-turned-investors, focuses on PhDs who are building innovative deeptech companies. These ventures operate in critical sectors such as energy, materials, and life sciences, areas that often demand intensive research and development and cutting-edge technological solutions. The investment aims to catalyze the growth of these startups, providing the necessary capital to transform scientific discoveries into commercially viable products and services.

The "Venture Scientist" Model and Deeptech Requirements

The "venture scientist" concept underscores the importance of combining deep scientific knowledge with entrepreneurial acumen. These professionals, often with PhD backgrounds, are at the forefront of developing technologies that can redefine entire industries. Deeptech, by its nature, addresses complex challenges that require not only conceptual innovation but also significant computational and infrastructural resources.

Many solutions developed in these fields, such as modeling new materials, energy simulations, or genomic analysis in life sciences, rely on Large Language Models (LLM) or other advanced artificial intelligence models. These workloads generate vast amounts of data and demand high computing capabilities, often with specific requirements for VRAM and throughput. For companies dealing with sensitive or proprietary data, choosing an on-premise or air-gapped deployment becomes crucial to ensure data sovereignty and regulatory compliance, avoiding the risks associated with exposure on public cloud infrastructures.

The Strategic Role of the British Business Bank

The British Business Bank's Regional Angels Programme was established to address funding gaps in UK regions, promoting investment in innovative startups outside traditional tech hubs. The £15 million commitment to Empirical Ventures highlights a clear strategy to strengthen the national deeptech ecosystem, recognizing the potential of these technologies for economic growth and global competitiveness.

Supporting deeptech also means investing in the UK's ability to maintain control over its critical innovations. For companies developing solutions in strategic sectors like energy or defense, the ability to manage the entire technology stack, from hardware to software, in self-hosted or bare metal environments, is a distinguishing factor. This approach not only offers greater control and security but can also lead to a more favorable Total Cost of Ownership (TCO) in the long run, especially for intensive AI workloads requiring dedicated resources.

Future Prospects and the Importance of Local Infrastructure

The capital injection into Empirical Ventures will enable more "venture scientists" to turn their ideas into reality, accelerating the development of technologies with profound impact. However, the success of these initiatives will also depend on the availability of adequate infrastructure. Deeptech startups, particularly those working with LLMs and AI, face complex decisions regarding their infrastructure deployment.

The choice between cloud and on-premise solutions is not trivial and involves a careful evaluation of trade-offs between flexibility, cost, security, and data sovereignty. For those considering on-premise deployment, analytical frameworks can help compare initial capital expenditures (CapEx) with operational expenditures (OpEx) and estimate the overall TCO. The ability to perform inference and training locally, with optimized hardware and controlled data pipelines, can represent a significant competitive advantage for deeptech companies aiming to innovate in data- and compute-intensive sectors.