AI Startups at MWC's 4YFN Showcase Real-World Wins in Healthcare, Payments, and Cybersecurity

Mar 06, 2026
The Deep View
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Summary

At MWC's 4YFN showcase, AI startups are proving real-world impact beyond frontier models, with Ultralytics hitting 2.5 billion inferences, Biorce raising $52 million for clinical trials, and NeuralTrust securing EU backing to protect enterprise AI systems from cyber threats.

Key Points

  • At MWC's 4YFN startup showcase, founders across diverse industries are leveraging applied AI to solve real-world problems, with standouts including Ultralytics, which has amassed 2.5 billion inferences using computer vision, and Biorce, which raised over $52 million to accelerate clinical trial design.
  • NeuralTrust is providing enterprises with a cybersecurity layer for AI systems, detecting data leakage, prompt injections, and hallucinations, and has secured backing from the EU.
  • A growing wave of AI startups is proving that significant value lies beyond building frontier models, with applied solutions in healthcare, payments, and cybersecurity gaining real traction as founders argue that competing with frontier models directly is an unwise strategy.

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