OpenAI has launched OpenAI Presence, a production-grade enterprise platform designed to deploy reliable, policy-bound AI agents across mission-critical business workflows. The initiative addresses a persistent enterprise bottleneck: while AI agent functionality is proven, maintaining accuracy, security, and adaptability in live production environments remains complex. Presence resolves this by coupling model reasoning with strict guardrails, predefined action protocols, and automated escalation mechanisms to ensure agents operate within corporate boundaries while handling high-value tasks. The system is architected around job-specific deployments rather than general-purpose assistants. Each implementation targets a defined workflow, such as billing resolution, claims processing, or internal IT support. Agents are provisioned with minimal, role-based system access and operate under company-defined policies that govern permissible actions, approval thresholds, and human takeover triggers. OpenAI and authorized systems integrators lead each deployment, conducting pre-launch simulations and edge-case testing to validate policy compliance and operational accuracy before live rollout. Post-deployment optimization is managed through a continuous improvement loop. Production sessions, user interactions, and escalation signals are analyzed by a Codex-powered module that proposes targeted updates. Engineering teams can simulate changes against live production baselines before approving controlled rollouts, enabling agents to adapt to shifting product landscapes and user behavior without compromising governance. The platform consolidates standard operating procedures, evaluation tools, stress testing frameworks, and version-controlled deployment pipelines into a single management structure. Internal validation of the architecture has already produced measurable performance gains. Presence currently operates OpenAI’s English-language telephone support channel, managing open-ended inquiries, caller verification, account context retrieval, and policy-driven actions. Within weeks of deployment, the system met or exceeded benchmarks for frontline human support quality and now resolves seventy-five percent of inbound issues autonomously. The integrated improvement cycle reduced human handoffs by fifteen percentage points within ten days of active operation. OpenAI Presence is entering limited general availability for eligible enterprise customers. Deployments remain service-led, orchestrated by OpenAI Forward Deployed Engineers and global partners, and are not offered as a self-serve product. The company will continue supporting standalone voice and chat capabilities through the existing OpenAI API, while Presence serves as the dedicated infrastructure for production environments requiring rigorous agent control. Organizations evaluating the platform for enterprise adoption are directed to contact their OpenAI account representatives.