Physical AI in Healthcare

Rails Ahead Autumn 2026

The Strategic Summit for Physical AI in Healthcare

September 2026 (Exact date TBD)
Torihotelli, Oulu

About Rails Ahead: A National Strategic Imperative

The healthcare system is facing an unprecedented demographic deficit. We can no longer solve the crisis simply by hiring more staff, nor can we rely on fragmented IT pilots. Securing the future of our healthcare requires a systemic shift from software applications to Physical AI and a unified strategy to implement it.

Rails Ahead is not a traditional tech conference. It is a strategic working summit that unites the Triple Helix ecosystem:

Now in its 5th edition, Rails Ahead acts as the critical bridge to move cutting-edge technology out of "pilot purgatory" and into real-world, national execution. Join us to build the collaborative bedrock needed to save our healthcare systems.

A Curated, Invite-Only Summit

To ensure actionable outcomes and a balanced Triple Helix representation, Rails Ahead is strictly limited to 150 seats. We do not sell open tickets. Access is granted via strategic partnerships or an approved invitation application. This guarantees a room filled exclusively with key decision-makers, clinical researchers, and validated technology providers.

Event Agenda: Moving from Silos to Ecosystem

08:30 - 09:15
Registration & Ecosystem Coffee
09:15 - 09:30
Opening Words: Building the Scientific Bedrock
Elina Laukka, Principal Researcher, Jamk
Setting the academic and clinical baseline for the summit, ensuring all technological advancement is rooted in human wellbeing and validated research.
09:30 - 10:00
Opening Keynote: Physical AI in Healthcare - A National Rescue Operation
Jani Vallirinne, Chief AI Architect, Water Bear Strategy
Why overcoming the demographic crisis requires a shift from isolated IT projects to a unified Triple Helix ecosystem. Establishing the strategic framework for the day.
10:00 - 10:30
Networking Break & Coffee
10:30 - 11:15
Industry Keynote: The Hospital Virtual Twin
Speaker TBD
Simulating and optimizing patient flows and operations. A deep dive into how "Veturi" companies provide the globally scalable architecture for national healthcare.
11:15 - 12:00
Triple Helix Panel: Autonomous Robotics in Real-World Healthcare
Moderated by Jani Vallirinne
A cross-sector dialogue featuring representatives from the Ministry (Public), Deep Tech (Industry), and Clinical Research (Academia). Addressing the regulatory, clinical, and industrial realities of deploying physical AI safely.
12:00 - 13:00
Lunch & Ecosystem Networking
13:00 - 13:45
Afternoon Keynote: Agentic AI in Proactive Patient Care
Speaker TBD
Transitioning from reactive IT systems to intelligent, proactive care pathways that augment healthcare professionals rather than replace them.
13:45 - 15:30
Strategic Working Groups
Parallel collaborative sessions designed to turn concepts into implementation. Participants will map the current bottlenecks and define the first concrete steps:
  • Track A: Scaling Physical AI in Regulated Healthcare Environments
  • Track B: Virtual Twins for Regional Healthcare Optimization
  • Track C: Agentic AI & Data Silos
15:30 - 16:00
Afternoon Coffee & Demo Mingling
16:00 - 16:45
Summit Wrap-up: The Roadmap Forward
Facilitated by Jani Vallirinne
Working group leads report their findings. Agreeing on the shared "Next Steps" for the national implementation strategy and the continuous Triple Helix collaboration.
16:45 - 19:00
Free Time / VIP Meetings / Refreshments
19:00
Executive Dinner & Evening Program

Featured Speakers

Elina Laukka

Elina Laukka

Principal Researcher, Jamk

Elina represents the academic bedrock of the Triple Helix model. She bridges the critical gap between theoretical research and clinical implementation.

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Her work focuses on creating robust scientific frameworks that validate the impact of Physical AI, ensuring that national healthcare transitions are safe, economically viable, and fundamentally rooted in human wellbeing.

Jani Vallirinne

Jani Vallirinne

Chief AI Architect & Ecosystem Strategist, Water Bear Strategy

Jani is a leading architect in orchestrating complex, national-level technology ecosystems. Having played a pivotal role in designing Finland's national Metaverse Strategy, his focus is now on guiding healthcare systems out of "pilot purgatory."

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Jani builds the collaborative strategic frameworks required to deploy Physical AI and Virtual Twins at scale, transforming demographic crises into resilient, future-proof infrastructure.

Jarmo Mikkola

Jarmo Mikkola

Director, School of ICT & Business, Oamk

Jarmo brings together academic research, technology leadership, and higher education management to explore how digital twin technologies can create value in public healthcare.

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As Director of the School of ICT and Business at Oulu University of Applied Sciences and a doctoral researcher at University of Oulu Business School, his work examines how Digital Twins and AI can improve healthcare outcomes, productivity, and decision-making. With more than 20 years of experience in the ICT industry, Jarmo focuses on connecting research, education, and international collaboration to support the practical adoption of advanced digital technologies in healthcare and other critical sectors.

Inquiries & Contact

Are you a public sector decision-maker, a deep-tech innovator, or an academic researcher looking to contribute to the strategy?

Interested in a Strategic Partnership?

Join the Triple Helix ecosystem and secure your position as an industry leader.

View Partnership Opportunities

Jani Vallirinne

Strategic Architect & Main Organizer

+358 45 124 8795

jani@vallirinne.fi

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