AI in Healthcare

AI and Data Working Together in Modern Healthcare

From scattered data to smart insight for the foundation healthcare needs for real AI impact.

Oracle AI Data Platform gives healthcare organisations a single, governed foundation to actually make sense of their data. Those working in the industry deal with so many moving parts, often juggling electronic health records, imaging, sensors, research systems, or all of the above. This data also often scattered across different formats and departments.

AIDP brings all those disconnected datasets into one secure environment built for trust, scale, and genuine collaboration. The data flows in, it’s prepared, governed, and ready for use without the usual manual cleanup. Teams can immediately start working with models that deliver something tangible: predicting patient risk, optimising hospital resources, or guiding better clinical decisions in real time.

It is designed for how healthcare really works, with researchers, clinicians, and analysts working side by side from a shared, reliable source of truth. The result is faster insight, less friction, and a system that can finally learn from its own data.

"AI is driving the next industrial revolution and we know it’s going to disrupt every industry. It’s just a matter of time, months or years, not decades.

T.K. Anand, Executive VP of Product Development at Oracle

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Why it matters
Healthcare generates more data than almost any other industry, but most of it still lives in silos. Records, scans, trials, and sensor readings all sit in different systems, owned by different teams, and rarely speak the same language. The challenge isn’t collecting data anymore, it is turning that data into something consistent, compliant, and useful at scale.

Every hospital, lab, and research centre now depends on the ability to connect data safely and reliably. When that connection breaks down, insight slows down, and patient care suffers. AI can help, but not without the right data foundation. Models are only as good as the data behind them, and healthcare data has a way of being as complex as it is critical. From regulatory controls to patient privacy, every dataset demands accuracy, security, and clear governance before any AI model can be trusted.

How Oracle AI Data Platform changes that
Oracle AI Data Platform brings all of that together in one governed environment where data can be used confidently for analytics and AI. It handles ingestion, preparation, and governance automatically so teams can move straight to insight. Structured, unstructured, and streaming data are all supported, giving organisations the flexibility to modernise legacy systems without ripping them apart.

AIDP makes it possible to see the bigger picture, linking patterns across clinical, operational, and environmental data in ways that manual processes never could. Through our work with University College Dublin’s AirAware pilot, we have already shown how environmental and health data can be connected to predict respiratory flare-ups and support proactive care strategies. The same architecture can scale from hospital analytics to national-level health research, providing the flexibility and governance needed to build a future of genuinely data-driven healthcare.

Proven in practice with UCD’s AirAware pilot, the same scalable foundation is ready for any healthcare system ready to unlock predictive insight and measurable results.

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James Toomey, the Deloitte partner who leads the programme, points out that there are a wide range of benefits for companies who take part in the awards.

“It gives companies an impartial, third-party ranking, a benchmark of where they stand in the Irish tech sector,” adds James.

“It’s also a great way to raise the profile of the company. This can be particularly helpful for younger businesses, who may not have had enough time to develop a strong national or international profile yet.”

Andrea agrees, “For me, the most meaningful part was knowing it helped more businesses find us. That means more founders getting the funding they need to grow – and that’s why we do what we do. As a female founder, it was also powerful to be part of a platform that celebrates bold, high-growth companies.”

An important innovation, says James, is the recent creation of an Alumni Group, which gives past participants the opportunity to network easily and bounce off each other across a wide variety of topics. “Most of them are facing the same challenges in terms of scaling or breaking into specific markets, so it’s inevitable that someone in the network will have been down that path before.”

The next Technology Fast 50 Awards are happening on 27 November 2025 where we’ll celebrate the next 50 fastest growing technology companies – watch this space!

AI and Data Working Together in Modern Healthcare

From scattered data to smart insight for the foundation healthcare needs for real AI impact.

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Data

Platform

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