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Classie launches Supervise to track, control and account for enterprise AI agents in real timeSAN JOSE, Calif., Oct. 01, 2026 (GLOBE NEWSWIRE) -- Classie, an enterprise AI supervision company, today unveiled its AI supervision platform, giving CIOs and CISOs a unified view of AI agent activity across the enterprise. With Classie Supervise, now generally available, organizations can monitor sanctioned and unsanctioned agents as they run and enforce policy in real time. AI agents are moving rapidly into enterprise applications and workflows. Gartner predicts that 40% of enterprise applications will include task-specific AI agents by the end of 2026, up from less than 5% in 2025. Coding agents can already write and deploy code, while knowledge-worker agents connect to business applications and act on behalf of employees, creating a new operating challenge as software begins to make decisions and take actions at runtime. Governance has not kept up. Gartner reports that only 13% of organizations believe they have the right AI agent governance in place, while warning that growing agent sprawl is increasing IT complexity and exposing enterprises to risks including oversharing and data loss. Gartner recommends that organizations establish centralized agent inventories and maintain ongoing visibility into agent usage and behavior. "AI agents are already becoming part of daily work, often faster than companies can understand how they are being used," said Poonacha Kongetira, co-founder and CEO of Classie. "Real-time supervision is not only about stopping an agent when something goes wrong. Enterprises need to know who initiated the activity, what the agent did, what information it used, and what it cost, and be able to produce a defensible record of what happened afterwards. By creating that runtime transcript as the workflow happens, Classie gives CIOs and CISOs one operational view across the AI tools their employees and developers use, so they can take agents into production with greater confidence." Runtime Security and Supervision for Agents Already at Work Because Classie can tie activity and token consumption back to the people, agents and environments involved, organizations gain real-time attributable spend alongside a chain-of-custody record of agent activity. Organizations define rules through an Open Policy Agent (OPA) policy engine. Lightweight sensors enforce those rules inline. Signals from sensitive-data detectors and Classie's Supervisor agents allow the platform to stop or redirect an action before it becomes an incident. Classie can be installed in 15 minutes and begins discovery immediately. The platform is designed to deliver a monitored enterprise posture within five days. Key capabilities of Classie Supervise include:
One Platform, from Visibility to Control
The sequence is critical because controls are only reliable when teams first know what is running and understand how it behaves. Classie creates that context before enforcement begins. The platform works across AI vendors, allowing companies to carry one set of operating rules across a heterogeneous environment. “AI is a fundamental shift in the way we work, and enterprises want new tools built for AI and the AI era,” said Theresa Lanowitz, Principal Analyst, Cybersecurity, Omdia. “Today’s workforce increasingly includes agents, and Classie is providing a fresh approach to the challenges organizations face including AI integration with existing tooling, data leakage and agent behavior, and the economics of AI spending including where and how the money is being used.” Classie runs its continual learning infrastructure in customers’ private cloud, allowing them to retain control of the data used to adapt supervision models and the resulting model weights. This approach keeps institutional knowledge inside the enterprise and helps automate the development of new guardrails over time. Customer Use Case Examples High-growth AI company: Classie surfaced every live AI session within five minutes of installation, including several agent harnesses the company had not previously tracked. The company now uses Classie to bring agent transcripts and spend into one place, giving leadership a consolidated view of AI activity as it works to supervise agents and understand how effectively they are being used. Availability Resources
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