Tech CEOs Discuss AI ROI: Hype vs. Real Returns in 2026

Navigating the AI Hype Cycle

• 🎯 AI hype is still prevalent in the market, with investors potentially growing impatient in about 18 months.
• 💡 While there's market froth, it's not entirely unjustified, as there will likely be a few major winners in the AI space.
• 🔍 Top executives are focusing on identifying companies that can genuinely produce Return on Investment (ROI).

Shifting Focus to Infrastructure and Applications

• 🚀 The current hyperfocus on AI infrastructure, such as GPUs and data centers, is driving conversations towards ROI.
• 📊 This focus is expected to significantly separate the winners and losers in the AI market.
• 🗣️ While many AI applications discussed are for executive levels, there's a need to consider how AI can improve conditions for frontline workers and GDP drivers.

Bridging the Gap for Frontline Workers

• 🛠️ A key challenge is that much of the data needed for AI applications doesn't exist for blue-collar and physical jobs, unlike internet-based applications favored by Silicon Valley.
• 💡 Companies in regions like Pittsburgh have a unique advantage in seeing and addressing problems faced by steelworkers and power plant workers.
• 🌱 The most organic ROI is likely to emerge from companies that have a greater impact on the people running the world.

Realizing ROI Through Integrated AI and Process Change

• ✅ AI is already generating tangible ROI today, with examples like Snowflake enabling faster product deployment and customer savings.
• 💰 Companies like AstraZeneca have seen concrete ROI, saving $10 million by using AI to streamline data product creation.
• 💡 Zemens provided field workers with a chatbot trained on PDF manuals, significantly improving their ability to fix devices.
• 📈 The broader enterprise ROI is still emerging, with 2026 potentially being the year this shift takes place.
• 🧩 AI is often applied as a