IDC Spotlights SUPERWISE® in New Report: Only 7.9% of Enterprises Are Ready to Operate AI at Scale

Discover why agentic AI demands new governance strategies—and how SUPERWISE helps enterprises move from experimentation to scalable, compliant AI operations

NASHVILLE, Tenn.--(BUSINESS WIRE)--IDC has released a new Spotlight report, “Governing and Operating AI at Scale,” sponsored by SUPERWISE, highlighting the growing urgency for enterprises to establish strong governance foundations as agentic AI rapidly expands across business-critical operations.

Written by IDC Research Director Shannon Kalvar, the report explores how enterprises are transitioning from traditional AI models to probabilistic, autonomous agentic AI—systems that perceive, reason, and act in pursuit of objectives. According to IDC’s research, while 68% of companies are investing in agentic AI, only 7.9% are mature enough to operate and govern these systems at scale.

“Agentic AI marks the most profound computing shift since mainframes,” says Kalvar. “Enterprises that fail to govern it risk operational failures, compliance gaps, and eroding customer trust.”

Key Challenges Identified:

• Rising brand and regulatory risks from hallucinations and toxicity
• Difficulty managing hybrid work and aspatial, asynchronous AI operations
• Immature governance strategies in a fast-moving agentic landscape

The report calls for a unified approach to AI governance and observability, especially as AI agents increasingly replace deterministic workflows with adaptive, semiautonomous systems.

Why Download the Report:

• Understand why AI governance is now existential—not just strategic
• Learn how leading companies are establishing agent guardrails and oversight
• See how Superwise’s unified platform addresses compliance, agent lifecycle, and observability
• Get actionable insights from IDC’s maturity benchmarks and field data

“Enterprises don’t just need better models—they need systems that can be governed,” said Russ Blattner, CEO of SUPERWISE “This IDC report validates what we’re hearing from the field: AI governance isn’t a checkbox—it’s a control center for the future.”

About SUPERWISE
SUPERWISE is the Enterprise AI Governance and Operations Platform purpose-built for real-world AI. With a platform-first approach, it unifies artificial intelligence operations and governance, risk, and compliance into a single, scalable foundation, enabling complex industries to deploy, run, monitor, and manage AI with confidence and proper oversight.

Recognized by Gartner as a Cool Vendor in Enterprise AI Governance and a pioneer in MLOps, SUPERWISE® delivers built-in guardrails, observability, explainability, and compliance, positioning AI as a trusted foundation for successful business transformation. For more information about SUPERWISE and its XAI capabilities, Download the Full IDC Spotlight Report.