AI ROI
3 stories filed under AI ROI on Beyond Market Intelligence. The newest of them: “AI adoption matures as enterprises discover where real returns live”, “The talent gap in AI narrows to just 2,000 engineers who deliver results.”, and “Measure AI ROI by mapping the customer journey before you build”. Enterprise AI is finally showing measurable returns, with the SAP Value of AI Report 2026 revealing that AI now powers nearly 30% of tasks in the average organization. Two thousand engineers. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every AI ROI story on Beyond Market Intelligence, newest first.
AI adoption matures as enterprises discover where real returns live
Enterprise AI is finally showing measurable returns, with the SAP Value of AI Report 2026 revealing that AI now powers nearly 30% of tasks in the average organization. That progress comes with a sharper appetite: expected returns on agentic AI jumped from 10% to 17% in a year. Still, most leaders admit the technology isn't reaching its full potential. The bottleneck isn't access to newer models, it's strategy, data quality, and governance.
The talent gap in AI narrows to just 2,000 engineers who deliver results.
Two thousand engineers. That's the entire talent pool equipped to turn enterprise AI investments into tangible returns, according to a new study. As organizations scramble to deploy AI at scale, the forward-deployed engineer has become the industry's most sought-after role. We see this as a healthy correction. It signals a move past hype and toward practical implementation, where understanding user needs matters as much as model architecture.
Measure AI ROI by mapping the customer journey before you build
Zillow's engineering chief brought a refreshing dose of discipline to VB Transform 2026: measure before you build. Toby Roberts and Glean's Arvind Jain showed that context, not data, is the real bottleneck in AI. Zillow's persistent context layer carries customers through a journey that spans months and multiple professionals. That's a hard problem, and they're solving it with practical architecture. For those digging into the technical weeds, our guide to distributed algorithms pairs well with this systems-first thinking.