What counts as complete
A stable workflow needs more than a prompt: it needs defined inputs, steps, deliverable formats, and quality criteria.
ChatGPT Work Enablement
ChatGPT Work is an OpenAI agent that gathers context across connected apps and files, works through multi-step projects, and produces finished documents, spreadsheets, slides, and Sites. ManmaruAI helps organizations turn real workflows into work the agent can own, with clear review, approval, and operating rules.

01 / Overview
ChatGPT Work breaks complex, long-running projects into steps and works with context from approved business apps, internal files, the web, and the desktop. Users can follow its progress, answer questions, redirect the work, and approve important actions while the agent moves beyond analysis to finished deliverables. ManmaruAI defines the objective, information sources, completion criteria, and review points for each real workflow.
A stable workflow needs more than a prompt: it needs defined inputs, steps, deliverable formats, and quality criteria.
The team must define the approved apps, files, and access boundaries across email, collaboration tools, storage, calendars, CRM, and other systems.
Routine reading and drafting can be delegated, while sharing, updating, or sending information may require an explicit human checkpoint.
02 / Use cases
The strongest candidates combine several information sources and produce decision-ready materials that need to stay current.
Gather figures from spreadsheets, internal documents, and CRM; identify changes; and prepare an executive report and explanatory slides.
Synthesize conversations, email, calendars, and CRM context into meeting preparation, open questions, and updated next actions.
Research across the web and internal files, then produce comparison data, analysis, and decision-ready documents.
Monitor new messages, email, or website changes and keep meeting agendas, reports, or presentation materials up to date.
03 / Enablement
Break down the current process and define its objective, sources, steps, deliverables, completion criteria, and exception handling.
Review the available plan and admin controls, then define connected systems, access boundaries, and the actions people must approve.
Evaluate actual deliverables and operating time, then establish Scheduled Tasks, team guidance, training, and an improvement cycle.

ChatGPT Work breaks complex, long-running projects into steps and works with context from approved business apps, internal files, the web, and the desktop. Users can follow its progress, answer questions, redirect the work, and approve important actions while the agent moves beyond analysis to finished deliverables. ManmaruAI defines the objective, information sources, completion criteria, and review points for each real workflow.
View official OpenAI information about ChatGPT Work04 / Rollout
We go beyond feature introductions and prompt training by making one real workflow executable from start to finished deliverable.
Map owners, inputs, decisions, apps, deliverables, exceptions, and approvers in the order the work actually happens.
Define the objective, approved sources, procedure, templates, completion criteria, and checkpoints for questions or approval.
Execute with approved apps and files, review progress and deliverables with the owner, and refine the workflow.
Establish Scheduled Tasks, access and approval rules, failure handling, user guidance, and an ongoing review cycle.
05 / FAQ
Beyond answering a question, ChatGPT Work can carry out long, multi-step projects, use context from apps and files, and produce finished deliverables. Users can inspect progress, answer questions, redirect the work, and approve important actions.
OpenAI describes plugins for systems including Slack, Microsoft Teams, Google Drive, SharePoint, email, calendars, CRMs, and project trackers. Actual availability and allowed actions depend on the organization’s plan and admin settings.
Users and administrators control accessible context, connected tools, and approval points. We define which work is read-only and which updates, shares, or sends require a person to review first.
ChatGPT Work is provided by OpenAI. As an OpenAI Select Partner in the OpenAI Partner Network, ManmaruAI supports workflow design, validation, rollout, and adoption.
ChatGPT Work Enablement