OpenAI launched Presence on July 22, a managed service that bundles enterprise AI agents with direct support from the company's Forward Deployed Engineers. Unlike self-serve products, Presence operates through limited general availability, meaning customers work directly with OpenAI staff rather than deploying agents independently through an online dashboard.
The service represents a shift in how OpenAI sells AI to enterprises. Instead of selling software licenses or API access, the company positions itself as an implementation partner. Forward Deployed Engineers embed with client teams to customize, deploy, and maintain AI agents tailored to specific business workflows. This model trades scalability for hands-on control and customer success.
The decision signals OpenAI's confidence in agent technology reaching production readiness. AI agents automate complex tasks by orchestrating multiple steps, accessing tools, and adapting decisions based on inputs. Enterprise clients need more than code to make this work. They need integration with existing systems, workflow optimization, governance frameworks, and ongoing tuning. OpenAI's engineering support addresses those gaps directly.
The limited availability gates rollout, allowing OpenAI to manage demand and prove the model works before scaling. This protects the company from overcommitting engineering resources while establishing Presence as a premium offering. Pricing likely reflects the white-glove treatment and embedded support.
Competitors like Anthropic and startups building agentic platforms use different approaches. Some sell APIs. Others charge for managed cloud instances. OpenAI's engineer-attached model works for customers willing to pay for certainty and speed over flexibility and cost.
The move also tests whether enterprises prefer buying agents as a service with a vendor present, or building their own using APIs and open-source frameworks. Early traction through Presence could validate the managed services path and push OpenAI toward a hybrid model where both self-serve and managed options exist.