Blog on AI and SW development
Practical AI for Banking: Real Examples, Metrics and Guidance
Learn how AI transforms banking operations, from marketing to risk management. Discover key ROI metrics and implementation guidance to start.
Embracing Accountable AI: Lessons from Real‑World Workshops and Latest Research
Discover how enterprises achieve measurable AI ROI, why 2026 will be the year of accountable acceleration, and how to mitigate skill atrophy.
From AI Pilots to Real Impact: Why 2026 Must Be the Year of Leadership and ROI
Many AI pilots never scale. Learn why leadership, connected data and focused pilots are the keys to turning experiments into impact in 2026
Turning AI into Real Results: What Elisa Got Right
Elisa shows how strong leadership and a learning culture turn AI adoption into measurable business results.
Make time for AI: Why teams need hours, not just tools
Learn how dedicating time, clear leadership and support can turn AI from hype into daily habit. Explore practical steps to boost adoption.
Why AI Projects Fail? It’s Not the Code
Discover why most AI pilots stumble and how you can overcome roadblocks in learning, data integration, and leadership to real ROI.
Bringing AI to Everyday Work - Speaking at Ilmarinen
How Ilmarinen brings AI into everyday work. Insights from Teemu Piirainen’s talk on building trust, learning, and real value from AI.
AI Training for Employees - How to Guide AI from Pilot to Practice
Teemu Piirainen’s workshop at Digiklinikka: why prompts matter, how to get started with AI and how to build human-centred AI adoption.
From Chaos to Efficiency: How Quality Management Systems Shape Software Development Productivity
Discover how QMS and processes impact SW development productivity. Learn about efficiency compliance and collaboration for enhanced results.
Clinical validation for a software medical device
Clinical validation evaluates the clinical performance of a product, including its safety and effectiveness, in a real-world setting.
Why Agile and Lean are the Best Choice for Medical Device Software Development
Continuously seeking ways to improve processes and the end product, you can ensure that the end product is of the highest quality and meets requirements.
The Most Common Quality Management Systems Used in Software Development
How to select correct QMS principle and tool for software medical device QMS and ensure productivity of developers.
Potential Impacts of Quality Management Systems on Software Development Productivity
When implemented and followed properly, QMS can actually help improve productivity by streamlining the development process.
Most Common Challenges in Medical Device Software Development
Regulatory requirements, QMS and complexity are the 3 main challenges that impacts developers daily work and may decrease productivity.
Why Quality Management Systems and Regulations Matter in Medical Device Software Development
By understanding their importance and adhering to them, software developers can help ensure the safety and effectiveness of the end product.
Understanding Software Medical Device Regulation in the US and EU
What is software medical device regulation in the US and EU and the impact to software development productivity.