AI companies can grow extraordinarily fast. That does not mean they are building durable businesses.

For founders and investors, five signals help distinguish durable growth from expensive momentum: pricing power, gross margin, customer ROI, retention and renewals. Recent data shows why ARR alone is not enough.

A 2026 portfolio analysis of LLM-native Vertical AI companies found the cohort growing roughly 400% year on year. But the picture from enterprise buyers is more complicated.

A survey of 100 senior technology leaders, representing more than $66 billion in annual technology spend, found that 98% are increasing AI spending. Yet only 16% see positive ROI across more than half of their AI projects, while 14% see no measurable ROI.

Across enterprise technology, commitments are shortening too: contracts lasting at least 25 months have fallen from 64% historically to 29% today. Demand is surging, but durability remains unproven.

The cost structure raises the stakes. An AI pricing playbook for founders puts AI gross margins at roughly 50–60%, compared with 80–90% for traditional SaaS, reflecting compute, inference and sometimes human costs.

ARR can rise while the underlying economics remain fragile. Renewal is where customer value, pricing power and revenue quality meet.

The EUVC resources below can help you pressure-test the quality of AI growth and identify where promising revenue may still be hiding economic weakness, alongside the other updates worth your attention this week.

With 💖
David & Andreas

Use these resources if revenue is rising but margins or renewals remain unproven. They will help you assess pricing, cost-to-serve and customer ROI, so growth strengthens the business.

The pieces below show how to assess whether growth is outpacing evidence of strong economics. They focus on margin quality, retention and pricing power, and whether today’s revenue will hold up at renewal.

Rollout is IT’s job. Adoption is a business problem.

On August 27, Nils Wagner, CEO of REHAU New Ventures, joins us for a closed-door AMA on turning AI rollout into business adoption across a global industrial group.

He’ll walk through REHAU’s AI Platform, Academy and Factory: what worked, what failed and how they built adoption beyond the technology team.

09:00 CEST. Reserve one of 20 seats.

On August 26, the Fund CFO Breakfast, presented by Carta & EUVC, will bring together around 30 fund CFOs and finance leads in Copenhagen.

The practical question: does your reporting give LPs the clarity and confidence they need to back you again?

Joining the LP panel:

We’ll examine what LPs expect from quarterly updates, where reporting erodes confidence and what strengthens trust ahead of the next fundraise. Carta will also demonstrate its latest fund-administration and AI capabilities.

August 26, 08:30–10:00, Copenhagen. In person, practitioners only.

Point Nine, named EUVC Firm of the Year 2025 (<€200M AUM), has built its model around fewer bets, deeper conviction and an unwavering focus on seed.

Partner Ricardo Sequerra Amram explains how the firm builds conviction before consensus, using insight, obsession and taste to identify non-obvious founders before the market catches on.

byFounders, recognised as EUVC Emerging Manager of the Year 2025 for the value it creates for founders, LPs and the wider ecosystem, argues that access to capital is no longer enough.

Founding Partner Eric Lagier explains why founder relationships, community and staying close through difficult moments are becoming the real differentiators.

Where is European capital moving, how are investment decisions changing and what must founders demonstrate to raise in this market?

On October 14–15, EUVC is partnering with Luxembourg Venture Days for two days focused on these questions in Luxembourg.

See where reshoring is opening commercial opportunities for founders and investment opportunities for investors, and where slow procurement still blocks progress.

On September 16 at The Drop 2026 in Malmö, Beatrix von Schröder of noa and Philipp Emig of Leitmotif will examine how far nearshoring can really go, who can break the policy–procurement deadlock and where new opportunities are opening.

Open to The Drop attendees working across manufacturing, supply chains, industrial automation and advanced materials.