EP257: Building in Europe: Capital, Governance, and the Cost of Moving Fast

Podcast

Jul 30

In this episode of The European Perspective, Jens Heitland is joined by Stephen Brooks and Annette van Berge Henegouwen to discuss the SAP and Prior Labs deal, European AI funding momentum, the contrasting governance paths of Volkswagen and Continental, and the hidden cost of unmeasured AI agent spending in large organizations.

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What Europe's Latest Deals Reveal About Capital, Governance, and Speed

Working across large organizations for close to thirty years, I have learned to pay attention to the moments when two situations look similar on the surface but diverge underneath. This episode of The European Perspective, our third, gave us several of those moments. Stewart was away this time, so Stephen Brooks and Annette van Berge Henegouwen carried the conversation with me, and their perspectives shaped where the discussion went.

We opened with SAP's investment in Prior Labs, a UK-based tabular model company that recently attracted well over a billion in funding. On the surface, this looks like a European win. Underneath it, Stephen raised the more uncomfortable question. Microsoft is the one funding Mistral's infrastructure buildout, which means an American hyperscaler is paying for European capability while embedding it into its own cloud. The capital may be flowing into Europe, but the structural benefit is not automatically staying here.

That tension carried into the funding stories that followed. Humanoid, a two-year-old UK robotics company, closed a valuation north of two and a half billion. Cusp AI and Neko Health added hundreds of millions more between them. Annette pointed out that most of this capital is still coming from American hyperscalers and labs, which raises the same question from a different angle. Europe is producing valuable companies, but ownership of the growth that follows is not guaranteed.

Where the conversation moved into something more encouraging was entrepreneurial education. I have spent part of this week with the European Innovation Academy, watching three hundred students build startups from scratch over three weeks. Annette made the point that most education systems reward compliance rather than curiosity, and that the skills entrepreneurship actually requires- pitching, convincing, taking risks, are rarely taught directly. If European ecosystems want more founders who can compete globally without leaving the continent, the education system needs to catch up to what the market already rewards.

The clearest contrast of the episode came from two boards facing structurally similar pressure. Volkswagen, anchored deeply in German industrial and social structures, is trying to bring its entire organization along through a long co-creation process. Continental took a different route, selling ContiTech to a private equity firm and returning to its core business as a pure-play tire maker. Stephen made an important distinction here. Continental sold to clear its balance sheet, an option Volkswagen does not have. Annette framed it as a question of focus, knowing where you intend to play and refusing to be distracted from it. Neither approach is inherently correct, but they show governance responding to the same kind of pressure in opposite directions, and the outcomes over the next few years will say a great deal about which kind of pressure each company was actually under.

Banking added a similar layer. Berlin's agreement allowing UniCredit to take a stake in Commerzbank came with conditions that preserve the existing structure almost entirely, protect SME lending, a Frankfurt headquarters, and an independent listing. On the same day, the EU announced a banking reform blueprint aimed at reducing capital requirements to get lending flowing more easily across the continent. Annette summarized it well. Integration in theory, ring-fencing in practice. It is a pattern that shows up whenever European institutions try to move in coordinated directions while national interests continue to move independently.

We closed on something I have direct experience with. Several large corporates spent heavily on AI agents over the past year without measuring what the tokens were actually producing. I know this because I made the same mistake early on, burning three hundred euros in a single day with no outcome to show for it. What some organizations are doing now is shutting the agent programs down entirely rather than fixing the measurement problem underneath them. Stephen called it correctly: they didn't test before they invested. The lesson is not to abandon the technology. It is to measure what each agent actually costs against what it returns, something I now do deliberately, and something that turned my own token spend from hundreds of euros a day into a couple of euros for the same output.

None of these stories are unrelated. Capital flowing into Europe without staying in Europe. Governance responding to the same pressure in different directions. Institutions integrating in theory while protecting their own structure in practice. Organizations spending on technology before understanding what it costs to run. The throughline across all of it is the same question we keep returning to in this series: who actually benefits when something changes, and who is simply managing the appearance of change.

Human Innovation with Jens Heitland is produced by Heitland Media Group.*

Guest Links

Annette Van Berge Henegouwen: https://www.annettevanbergehenegouwen.com/

Stephen Brooks: https://www.linkedin.com/in/stephenabrooks1/

Jens Heitland Links:

Website:https://www.jensheitl and.com/

Business: https://www.heitlandmediagroup.com/

LinkedIn:https ://www.linkedin.com/in/jensheitland/

Facebook:https://www.facebook.com/JensHeitlandofficial/

Instagram:https://www.instagram.com/jensheitland/

TikTok:https://www.tiktok.com/@jensheitland

X/Twitter:https://twitter.com/jensheitland