OpenAI Frontier launches to help enterprises build and manage AI agents like human employees

Reviewed byNidhi Govil

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OpenAI unveiled Frontier, an end-to-end platform designed to help enterprises deploy and manage AI agents with the same approach used for human employees. The platform includes onboarding, feedback loops, and permission controls, with HP, Oracle, State Farm, and Uber among early customers. Available to limited users now, broader rollout planned for coming months.

OpenAI Frontier Enters the Agent Management Platform Race

OpenAI has launched OpenAI Frontier, an end-to-end platform that enables enterprises to build, deploy and manage AI agents with an approach modeled after human workforce management

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. The platform treats AI agents as "AI coworkers" that require the same foundational elements employees need to succeed: shared business context, an onboarding process, hands-on learning with a feedback loop, and clear permissions and guardrails

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. This marks a significant push into enterprise AI adoption as the company shifts focus from its consumer-facing ChatGPT business toward corporate clients.

Source: ET

Source: ET

The timing aligns with Gartner's December report identifying agent management platforms as "the most valuable real estate in AI" and essential infrastructure for enterprises to adopt AI

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. OpenAI now competes directly with Salesforce's Agentforce, launched in fall 2024, as well as LangChain, which has raised more than $150 million in venture capital, and CrewAI, with more than $20 million raised

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How OpenAI Frontier Functions as HR System for AI

Frontier connects siloed data warehouses, CRM systems, ticketing tools, and internal applications to create what OpenAI describes as "a semantic layer for the enterprise"

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. This shared business context allows AI agents to understand how information flows, where decisions happen, and what outcomes matter across enterprise software systems. The platform enables AI agents to connect to external data and applications, executing tasks far beyond the OpenAI ecosystem while maintaining strict controls over data access and agent capabilities

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Source: Axios

Source: Axios

Notably, Frontier operates as an open platform, meaning enterprises can manage AI agents built outside of OpenAI, including those from competitors like Anthropic

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. This interoperability positions OpenAI as a potential one-stop-shop for businesses seeking to automate workflows across multiple AI providers

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Forward-Deployed Engineers Bridge the Implementation Gap

OpenAI pairs forward-deployed engineers (FDEs) with customer teams, working on-site to help develop best practices for running AI agents in production

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. This approach borrows heavily from Palantir's playbook—a company generating more than $4 billion annually from government and business clients

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. The FDEs provide a direct connection to OpenAI Research, creating a feedback loop from business problems to deployment to research and back

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Source: ET

Source: ET

This strategy acknowledges that large language models are "raw material that has to be processed," as Palantir CEO Alex Karp noted, requiring engineering expertise to make them functional in real-world deployment

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. The move brings OpenAI into potential conflict with established enterprise AI players including Palantir, C3.ai, and cybersecurity vendors like Palo Alto Networks that have positioned themselves as guardians of AI agent authentication and permissions

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Early Customers and Market Implications

HP, Oracle, State Farm, Uber, Intuit, and Thermo Fisher Scientific are among the companies using OpenAI Frontier, with dozens of existing customers having piloted the platform

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. Currently available to a limited set of customers, broader availability is planned over the next few months

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. Chief revenue officer Denise Dresser declined to disclose pricing details during a press briefing

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The platform represents OpenAI's shift up the AI stack, moving from model provider to application orchestration and enterprise workflow automation

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. This transition commoditizes base models while capturing higher value in autonomous agents and interoperability layers. However, some industry experts question whether Frontier represents a distinct product or merely a design philosophy for using OpenAI's existing APIs and patterns together

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. The company has also announced notable enterprise deals this year with ServiceNow and Snowflake, signaling enterprise AI as a main focus area for 2026

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