Technology investment encompasses a wide range of companies, assets and development stages. Capital may support early research, product development, market entry, commercial expansion, acquisitions or the infrastructure on which digital services depend.
The characteristics of each opportunity can influence the type of investor it attracts, the time horizon applied and the level of risk considered appropriate.
Artificial Intelligence and DeepTech
Artificial intelligence and DeepTech businesses may require considerable investment before achieving commercial scale. Their value may depend on specialist expertise, proprietary information, research capability and the potential to solve complex commercial or societal problems.
Investors assessing these businesses may need to distinguish between short-term market attention and technology capable of producing defensible, sustainable value.
Relevant considerations can include:
- The maturity and practical application of the technology;
- Ownership of intellectual property and research outputs;
- Access to specialist technical personnel;
- The availability and lawful use of data;
- Computing and infrastructure requirements;
- Dependence on third-party platforms or providers;
- The regulatory environment affecting development and deployment; and
- The route from research or development to commercial adoption.
Businesses operating in these areas should be prepared to explain not only what the technology can do, but how it will generate commercial value.
Strategic and Dual-Use Technologies
Strategic technologies may serve important commercial purposes while also having defence, security or dual-use applications. These characteristics can increase their strategic relevance while making the investment and regulatory environment more complex.
Businesses and investors may need to consider export controls, foreign-investment screening, national-security concerns, procurement rules and restrictions affecting the transfer of technology or technical knowledge.
A proposed investment may therefore require an assessment of:
- The identity and jurisdiction of the investor;
- The nature and potential applications of the technology;
- The location of intellectual property and technical personnel;
- The markets in which the company intends to operate;
- Restrictions affecting technology transfers;
- Government approvals or notification requirements; and
- The implications of future fundraising or changes in ownership.
Strategic importance can create investment opportunities, but it can also introduce additional transaction and execution risks.
Digital Infrastructure
Artificial intelligence, cloud-based services and data-driven business models depend on physical and digital infrastructure.
This may include data centres, communications networks, computing capacity, energy supply, cybersecurity systems and the infrastructure required to collect, transfer and process information.
Investment in digital infrastructure can combine characteristics associated with technology investment and traditional infrastructure investment. Relevant considerations may include long-term demand, operational resilience, energy requirements, cybersecurity, regulatory exposure and the ability of the infrastructure to accommodate continued technological development.
Technology businesses relying on this infrastructure should also assess service continuity, concentration risk and their dependence on external providers.
Health and Medical Technology
MedTech and other health-related technologies may combine scientific research, intellectual property, regulated products and significant development costs.
Investment decisions may depend on the company’s ability to demonstrate technical progress, protect research outputs, satisfy applicable regulatory requirements and establish a credible route towards commercial adoption.
The legal and commercial assessment may need to consider the interaction between technology regulation, product-specific requirements, data protection, research collaboration and intellectual-property ownership.