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Research Jul 2026
... exponential ARR-to-employee ratio. This shift requires organizations to fundamentally change how they build and scale their business and operating models. Why This Matters Blind Spots What’s Around the Corner Questions You Should Be Asking Gartner’s Positions Your Journey as a Tech CEO Gartner Insights ...

Analyst(s):   Sabine Zimmerhansl   |   Raymond Paquet
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Premium Research May 2026
... AI-native startups are revolutionizing startup models by achieving product-market fit in under 12 months, using 70% less venture capital. This shift is driven by the convergence of rapid idea-to-MVP cycles with accelerated discovery of urgent high-impact needs within a clearly defined segment. Insights ...

Analyst(s):   Mark Wesker   |   Elisabeth Torres-Schulte
Premium Research May 2026
... overbuild AI before proving value, locking in variable costs they can’t forecast by overpaying for unnecessary workflow intelligence. Token economics, model volatility, and weak control erode margins, turning pilots into P&L problems before benefits show up, leaving technology CEOs to explain why. Insights ...

Analyst(s):   Sabine Zimmerhansl
Research Jun 2026
... Access Insights Already a Gartner client? Capgemini’s simulation-first delivery model, ecosystem-led enterprise integration, and human-in-the-loop autonomy make it the company to beat in physical AI services. Competitors can close the gap by embedding AI, standardizing architectures, streamlining delivery ...

Analyst(s):   Katie Gove   |   Christian Stephan   |   Eric Goodness   |   Arjun Boparai   |   Jonathan Davenport
Research Jun 2026
... Access Insights Already a Gartner client? Geopolitical policy changes are accelerating developments in polyfunctional robots, domain-specific language models and autonomous defense. Product and innovation leaders must align their portfolios and roadmaps with the evolving global dynamics, including a shift ...

Analyst(s):   Bill Ray
Premium Research Apr 2026
... many struggle to scale AI without increasing cost, inconsistency and decision risk. This explainer examines why improving prompts or adopting stronger models is insufficient and how AI agent skills provide a more scalable foundation for data and analytics. Insights at a Glance Issue Impact More Detail Gartner ...

Analyst(s):   Julian Sun   |   Fay Fei
Research Jun 2026
... primarily drives internal cost savings. To avoid architectural lock in, companies must start diversifying datasets now beyond heavy industry, ensuring models remain scalable for broader corporate environments. Overview Strategic Planning Assumption Analysis Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Kanishka Chauhan   |   Evan Brown   |   Tuong Nguyen   |   Isy Bangurah
Premium Research May 2026
... Research Board for Global CIOs members on the effectiveness of their data classification approaches, including policy ownership and accountability models, the role of automation, and end-user awareness approaches influencing user behavior. Overview Summary of Results Survey Results Detail Gartner Recommended ...

Analyst(s):   Consult the Board Research Team
Premium Research Jun 2026
... Service and support leaders are increasingly using employee rebadging to fund and scale AI adoption. The model provides immediate cost reduction and service continuity, acting as a secure bridge to provider-led automation, but introduces potential trade-offs in control and CX over time. Insights at a ...

Analyst(s):   Brady Holbrook   |   Rupinder Chandhok
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