Start small, scale big. Discover how governance drives speed-to-value and unlocks ROI across enterprise AI initiatives. Explore insights from the IDC Spotlight Report and Infograph below.
Our recent announcement introduced a major leap forward: real-time guardrails, a self-service Community Tier, and enterprise-grade orchestration. These capabilities aren’t just features—they’re the foundation for moving beyond proof-of-concept and unlocking ROI at scale.
But the question remains: how do enterprises accelerate from pilots to production without sacrificing control? IDC’s latest research, featured in the infographic below, provides the answer: governance.
Why Speed-to-Value Starts with Governance
IDC reports that 68% of enterprises are investing in or testing AI, yet many remain stuck in experimentation. The gap isn’t technology, it’s operational readiness. Without governance, scaling AI introduces risk, complexity, and compliance challenges that stall ROI.
By 2027, 40% of G2000 knowledge work will be influenced by agentic AI. These systems don’t just generate, they act. They make decisions that impact revenue, customer trust, and regulatory exposure. Every delay in scaling means missed opportunities for efficiency and growth.
Governance Is the Accelerator
IDC’s data shows a clear divide:
- 51% of thriving enterprises have managed or optimized governance.
- 63% of laggards rely on ad hoc approaches.
Governance isn’t a brake, it’s a catalyst. With real-time guardrails, policy enforcement, and audit-ready observability, enterprises can deploy more agents, automate more workflows, and unlock ROI faster, without sacrificing safety or compliance.
From Starter to Enterprise
Our new Community Tier gives builders hands-on access to governance for up to three agents and datasets, perfect for starting small. But the real advantage comes when you scale:
- Enterprise-grade orchestration for multi-agent environments.
- Federated deployments for global operations.
- Rollback and versioning for resilience and control.
This continuum, from starter to enterprise, is how organizations move from pilots to production without the pain.
The Fast Track to ROI
IDC’s benchmark reveals that only 8% of enterprises have reached optimized AI maturity. For the rest, the fastest route to value is a governed transformation approach:
- Real-time guardrails to block unsafe outputs before they reach users.
- Policy-driven orchestration to align AI actions with business goals.
- Audit-ready observability to satisfy regulators and stakeholders.
These capabilities don’t slow you down, they clear the roadblocks that stall most AI initiatives.
SUPERWISE makes this possible. Our Open AgentOps platform gives enterprises the tools to build, deploy, and govern AI agents at scale, fast. From starter projects to enterprise-wide rollouts, we help you accelerate implementation and start generating ROI now.
Explore the IDC infographic below
