Enterprise AI Agents

OpenAI introduces “Presence,” a managed service for enterprise AI agents, moving beyond traditional API keys and licenses. This hands-on approach involves OpenAI engineers and system integrators, tailoring agents to specific business challenges. The service prioritizes governance, business value, and operational discipline, addressing common AI adoption bottlenecks. Despite its “battle-tested” claim, current deployments are in early stages with named customers acting as design partners, and pricing remains undisclosed. Delivery capacity is identified as a key constraint.

OpenAI’s Frontier platform challenges the traditional software revenue model by acting as an enterprise AI agent semantic layer. It integrates disparate systems, providing AI coworkers with comprehensive business context. This approach aims to reduce fragmentation and improve efficiency, with early adopters reporting significant time and cost savings. Frontier’s open architecture supports agents from various providers, disrupting per-seat licensing models and forcing incumbents like Salesforce and ServiceNow to adapt their pricing and strategies. The core debate is whether AI agents should be embedded or operate as an overlay intelligence layer.