51AI - The Newsletter about Applied AI

In this issue: the AI ROI gap, health AI launches, CEO pressure, Swiss AI reality + self-diagnostic.

Anna Pak
May 05, 2026

Welcome to "51AI". What's our angle? Everybody talks about AI. But almost no one reports on how it brings actual, reliable results in the daily grind. The purpose of this newsletter is to break that pattern — to highlight real examples of where AI is improving processes in the real world. We cut the fluff and focus on what works. Are you ready to level up? I hope you enjoy the read.

— Mark Forster, Founder of Lab51

🌐 AI Agents for Swiss Business: What Works, What Doesn’t, and What It Costs in 2026

Swiss AI adoption hit 46% last year. Yet only 13% of Swiss firms run AI with well-defined KPIs. Most companies are spending heavily without knowing if any of it works. Realistic year 1 cost for a mid-market Swiss AI agent deployment? CHF 100,000 to 400,000. The biggest chunk goes to something buyers rarely expect: internal data preparation and compliance review. The five questions you should ask before investing in AI. MORE

🦾 Test: Is Your “AI Agent” an Actual Agent or a Chatbot in a New Label

95% of enterprise GenAI pilot projects produced zero measurable P&L impact, according to MIT. Gartner expects more than 40% of agentic AI projects to be cancelled by 2027. Most of the systems sold today as "AI agents" would not survive a basic test. They are chatbots, dressed up. Use our 5-minute, 7-question diagnostic test in this article. MORE

💻 Half of CEOs Say Their Job Is on the Line If AI Doesn’t Pay Off. Here’s What That Means for Agentic AI Strategy.

Half of CEOs believe their job depends on getting AI right this year. 60% have intentionally slowed AI implementation, and Gartner expects more than 40% of agentic AI projects to be cancelled by the end of 2027. The pressure is high, the pace is dropping, and many projects will not survive. Why? What actually separates agent deployments that pay off from the ones that get killed and just burn money? MORE

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🧬 Four AI Platforms Launched Health Agents in One Quarter. Here Is What Perplexity Built — and What It Means for Your Business.

Four AI platforms launched health agents in one quarter — OpenAI, Microsoft, Perplexity, and Amazon. That is not a coincidence. Perplexity Health is the most interesting of the bunch. Purpose-built agents for nutrition and sleep, sitting on top of the user's own data inside the Perplexity app. When someone asks the Nutrition Agent to build a meal plan, they never open a nutrition app, never visit a wellness brand's site. The whole conversation happens inside Perplexity! MORE

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