OpenAI unveils Workspace Agents, a successor to custom GPTs for enterprises that can plug directly into Slack, Salesforce and more (14 minute read)
OpenAI launched Workspace Agents for business users, letting teams create AI agents that autonomously work across Slack, Salesforce, and other enterprise apps while running on schedules and retaining memory.
What: Workspace Agents is OpenAI's new product for ChatGPT Business and Enterprise subscribers that replaces custom GPTs, allowing teams to build or use template AI agents that integrate directly with third-party business tools and can perform multi-step work tasks autonomously.
Why it matters: This marks a shift from session-based AI assistants to persistent agents that can work independently across days, remember context, and follow business processes without constant supervision, potentially automating recurring workflows like weekly reporting.
Takeaway: ChatGPT Business and Enterprise users can try workspace agents free until May 6, 2026, and should plan to migrate existing custom GPTs before they're deprecated for organizations.
Deep dive
- OpenAI launched Workspace Agents for ChatGPT Business ($20/user/month), Enterprise, Edu, and Teachers subscribers to create AI agents that work across third-party enterprise apps like Slack, Salesforce, Google Drive, Microsoft apps, Notion, and Atlassian Rovo
- Unlike custom GPTs, workspace agents can run autonomously in the cloud, persist memory across sessions, execute on schedules, and continue multi-step work even after users log off
- Agents are powered by Codex, OpenAI's AI coding harness updated six days prior with 90+ plugins, background computer use, image generation, and the ability to schedule future work
- Running on a code-execution substrate instead of pure LLM responses lets agents perform actual work like transforming CSVs, reconciling systems, and generating correct charts rather than just describing tasks
- Teams access agents through a shared directory in ChatGPT's sidebar where coworkers can discover and reuse agents built by others, making AI a shared organizational resource
- OpenAI provides template agents for common tasks: Spark (lead qualification), Slate (software request review), Tally (metrics reporting), Scout (product feedback), and others
- Governance controls let admins manage who can build/run/publish agents and what tools/apps they can access, with two authentication modes: end-user (each person's credentials) or agent-owned (shared service account)
- Write actions default to requiring human approval, though builders can configure custom policies for specific actions
- The product is free until May 6, 2026, then switches to credit-based pricing, with more features coming including automatic triggers and better dashboards
- Custom GPTs will be deprecated for organizations at an unspecified future date, requiring Business/Enterprise/Edu/Teachers users to migrate to workspace agents (individuals can continue using custom GPTs)
- Early adopters include Rippling, where a sales consultant built a sales agent that researches accounts, summarizes calls, and posts deal briefs to Slack, saving reps 5-6 hours weekly
- Workspace agents compete with Microsoft Copilot Studio, Google Agentspace, Salesforce Agentforce, and Anthropic's Claude Managed Agents in the crowded enterprise AI agent market
- The launch continues OpenAI's 12-month strategy shift (AgentKit in October 2025, Frontier in February 2026) toward agent-based rather than chat-based enterprise AI
Decoder
- Codex: OpenAI's cloud-based AI coding platform that provides workspace environments for files, code, tools, and memory
- Custom GPTs: OpenAI's previous customization feature from 2023 that let users create specialized ChatGPT versions, now being deprecated for organizations
- AgentKit: Developer suite OpenAI launched in October 2025 with Agent Builder, Connector Registry, and ChatKit for building and deploying agents
- Frontier: Enterprise platform OpenAI introduced in February 2026 for managing AI agents with shared business context and permissions
- Prompt injection: Security attack where malicious content in documents tries to hijack an agent's behavior
- Service account: A dedicated system credential for applications rather than personal user credentials
- EKM (Enterprise Key Management): Advanced security feature allowing enterprises to control their own encryption keys
Original article
Workspace Agents allows ChatGPT Business, Enterprise, Edu, and Teachers users to design and select from pre-existing agent templates that can perform tasks across third-party apps and data sources.