How Cathay Innovation Plans to Shape the Future of Industry-Specific AI
On May 28, Cathay Innovation, through Cathay Capital, announced the final closing of its third fund—Fund III—with $1 billion in capital. This fund is specifically dedicated to supporting startups developing vertical artificial intelligence solutions targeting critical sectors such as healthcare, manufacturing, and finance. This initiative reflects a strategic shift in the global technology landscape: a move toward specialized, business-oriented AI with high operational value.
A response to the fragmentation of AI use in businesses
Vertical artificial intelligence, also known as domain-specific AI, is distinguished by its ability to address specific use cases using models trained on contextual data. Given the relative inefficiency of general-purpose AI in industrial or medical settings, this specialization appears to be a natural evolution.
Cathay Innovation aims to support startups and scale-ups that develop AI-native solutions integrated into sector-specific value chains. The targeted sectors include, in particular:
- healthcare (computer-aided diagnosis, augmented clinical trials, digital twins of patients),
- finance (anomaly detection, automated compliance, robo-advisory),
- Industry 4.0 (predictive maintenance, machine vision, energy optimization),
- or the food industry (yield management, automated traceability).
A global fund with a European presence
Cathay Innovation positions itself as a global player, while emphasizing Europe as a hub for responsible innovation. The fund’s team highlights the opportunity for European companies to adopt sovereign solutions in highly sensitive sectors. To this end, the fund works closely with French, German, and Scandinavian technology clusters.
Among the first recipients announced are several European startups specializing in AI for intensive care, industrial cybersecurity, and supply chain optimization.
Use cases and initial sector-specific impacts
The fund’s focus on vertical integration is already yielding measurable results. Among the concrete examples supported or targeted by the fund:
- Incepto Medical: a collaborative AI platform for medical imaging, used in more than 300 European hospitals;
- Cosmo Tech: Industrial digital twins for production planning;
- Exotrail: AI dedicated to space traffic management and orbital propulsion;
- Sweep: an AI platform for carbon tracking in complex supply chains.
According to McKinsey, specialized AI can deliver an ROI up to three times higher than that of general-purpose AI initiatives, largely due to better integration with business processes.
What safeguards are in place to ensure responsible and compliant AI?
The rise of vertical AI raises a key question: how can we ensure its reliability, transparency, and regulatory compliance? Cathay Innovation states that it incorporates strict requirements regarding ethics and data governance into its investment criteria.
Each funded startup must demonstrate:
- the ability to audit automated decisions,
- adherence to the principles of digital restraint,
- and compliance with regulatory frameworks such as the AI Act or the GDPR.
Rather than a hindrance, this requirement is presented as a competitive advantage, particularly in sensitive sectors where trust is a prerequisite for adoption.
Another step toward smart industrialization
The launch of this fund is part of a broader trend: the industrialization of AI. As companies seek to move beyond the experimental phase, investing in vertical solutions offers a clear path to creating tangible value.
Cathay Innovation’s initiative illustrates a paradigm shift: AI is no longer an emerging technology, but a key driver of industrial competitiveness. This sends a strong signal to both public and private stakeholders, who are called upon to support a robust, sovereign, and responsible European AI ecosystem.