It has become one of the defining stories in Cybersecurity — and it is reshaping how the sector operates across Europe. Sweekly spoke with executives, engineers and investors to understand what is really driving the shift, and what it means for the businesses that will live with the consequences.
A recurring theme in interviews was the shortage of senior engineers able to take research into production.
The risks
The open-source community remains the quiet backbone of much of this infrastructure.
Executives are candid that the hardest problems are organizational, not technical.
“Sovereignty stopped being a talking point the moment our customers' auditors started asking where the data lives.”— Head of Platform
The competitive landscape
The shift toward smaller, specialized models is reshaping how teams think about total cost of ownership.
Investors have poured roughly 12 billion SEK into the sector over the past three years, and the pace is accelerating.
What to watch
- Data residency and compliance with the incoming EU framework
- Integration with existing industrial systems and workflows
- Access to senior engineering talent able to ship to production
- Total cost of ownership across training and inference
What comes next
The company's engineers argue that the real differentiator is not the model itself but the data pipeline feeding it.
Latency, cost and compliance now matter more to industrial customers than raw benchmark scores.
The bottom line
A recurring theme in interviews was the shortage of senior engineers able to take research into production.
Sources & further reading
Discussion(5)
Great reporting as always from the Sweekly desk. The data on adoption is eye-opening.
Excellent analysis. The point about permitting timelines really is the crux of the whole thing.
Great reporting as always from the Sweekly desk. The data on adoption is eye-opening.
Would love to see a follow-up on how the smaller players are adapting to this shift.
Excellent analysis. The point about permitting timelines really is the crux of the whole thing.