Depend.AI helps investors and operators in regulated industries build AI that withstands scrutiny.
From strategy through to production systems.
AI systems don't reveal themselves in design. They reveal themselves in production, under load, under scrutiny. That knowledge comes from building, not advising. We do both.
Built and deployed healthcare AI systems serving payors, providers, and patients at scale, under the regulatory and clinical constraints that most AI projects never face. Peer-reviewed publications, patents in medical AI, and laboratory leadership. From engineering architecture to board-level AI strategy.
Depend.AI operates across two connected tracks: AI due diligence and strategy for investors navigating regulated markets, and AI engineering for operators who need it built.
For PE/VC funds and their portfolio companies, we assess whether the AI in a business is real: technically sound, commercially credible, and defensible under regulatory scrutiny. Across buy-side and sell-side transactions, and post-investment.
For CTOs in regulated sectors. We design and build production-grade AI systems, including agentic AI, from architecture through deployment, with safety, auditability, and regulatory readiness built in.
Architected the AI strategy for a leading home insurer, defining the path from legacy platform to an agentic AI-first operating model, spanning capability design, platform architecture, and a deployment approach built for scale.
Buy-side and sell-side technology and AI due diligence across healthcare AI transactions for PE funds. Assessing platform architecture, data governance, accountability and audit-readiness, technical team capability, and the robustness of AI strategy ahead of investment and exit decisions.
Re-architected the core AI platform for a European health technology company, integrating established clinical AI models with modern generative AI capabilities. Rebuilt the semantic layer to sharpen reasoning, improve measurable performance, and establish a technically differentiated position, demonstrable to investors and clinicians alike.
Depend.AI works with investors and operators where the quality of AI advice materially affects the outcome. If that's your situation, get in touch.
London, UK · Depend.AI