
In this webinar we confront two hot topics : Why $30–40B in GenAI spending has yielded more pilots than profits (how to do better) and How to scale out an AI model in production. We round off by sharing the vision for how to the better use of AI in software development.
– a collaboration between Snowdrop and Collaborative Minds
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Scroll down to immediately sign up to this one-hour webinar where you get three short, condensed and inspirational talks from three different experts.

How to craft a useful AI strategy
Studies from 2025 report a widening gap between AI investments and value outcome.
- “Only 5% of enterprise AI solutions make it to production” [The Gen AI Divide: State of the AI in Business 2025, MIT]
- “80% of companies using generative AI reported it had ‘No impact on earnings’ ” [McKinsey]
The key to making AI useful is to have a strategy that aims further than churning out AI pilots. A strategy that puts AI to work in use cases where we can do something better. A strategy that takes a wider perspective than just on the technology (for example legal, ethics and security).
– Mattias Skarin, Product Development Strategy, Snowdrop

Making AI real: from prototype and strategy to large scale production
Many companies talk about AI strategy but few have taken it all the way into daily mission-critical use. In our work at RaySearch, we moved AI from lab experiments into real-world production, under heavy regulation and with zero room for error. The lessons learned apply far beyond healthcare: how to build trust, scale and operational excellence when AI is no longer a demo but part of the core business.
– Mats Holmström, AI expert, Collaborative Minds


Why the incorrect way to use AI in software development is to produce more code
Let’s share the useful to use AI to power up software development.
– Jan Grape, Architect Wiz, Snowdrop
Time and place
- 17.00 – 18.00 (60 min)
- Online (zoom link shared a few days before the event)

