Summarizing this week’s competitor news differs from tracking companies continuously, updating a report, and flagging important changes. The second assignment needs progress, data access, another opportunity to run, and judgment about when to involve a person.
Information collected: October 6, 2026.
Three meanings of ongoing work
A long background task runs toward a defined result. A recurring task repeats work on a schedule. Event-driven or proactive follow-up resumes when information changes or a check reveals something to do. Products may combine these capabilities to different degrees. Running for an hour does not establish month-long continuity, and sending a scheduled report does not prove independent follow-through. Here, ongoing agents describes a set of capabilities rather than a standardized product category.
| Product / official source | How work continues | Suggested first assignment | Boundary to verify |
|---|---|---|---|
| OpenAI dots | Cloud work, context across conversations, and follow-up | Maintain a project research brief | Gradual rollout; local resources still need connectivity |
| Grok Bot | Persistent cloud computer, Bot handoffs, and routines | Split research and assemble a review draft | An account’s Bots share files and sign-ins |
| Claude / Cowork | Recurring remote tasks; Cowork is merging into Claude | Compile a weekly connected-source brief | Rollout changes the interface; schedules cannot target local folders |
| Microsoft Copilot Cowork | Multistep and scheduled work in Microsoft 365 | Prepare meeting materials and follow-up documents | Organizational access, data permissions, and approvals |
| Perplexity Computer | Background research, deliverables, and recurring monitoring | Update a sourced competitor report | Sources, connectors, and usage allowances |
| Manus | Schedules can continue a task or start separately with project context | Maintain a report or dashboard | Run continuity and confirmation settings for external actions |
| Meta Muse | Personal agent with small-business skills and connectors | Compile small-business operating information | Official availability lists the US and Canada |
Claude Cowork and Microsoft Copilot Cowork
Cowork is gradually becoming part of Claude, bringing delegated work and recurring tasks into the same service. Microsoft Copilot Cowork handles multistep work in Microsoft 365, such as preparing meeting materials and follow-up documents. The choice comes down to everyday work: where the information lives, which tools colleagues use, and which steps need a manager’s approval. Trying a familiar assignment tells you more about the fit than a feature list alone.
Running OpenClaw yourself and connecting enterprise workflows
OpenClaw is an option for teams that want to run their own agent. Its Heartbeat periodically wakes the agent to check for work that needs attention. The team also maintains the runtime, model connections, and permissions.
For connecting agents to existing company systems, there are platforms such as Google Gemini Enterprise, Microsoft Copilot Studio, and Salesforce Agentforce. Gemini Enterprise supports long-running tasks and agent management, Copilot Studio can start work when an event occurs, and Agentforce focuses on CRM and business workflows. The budget needs to cover integration and ongoing maintenance as well as subscriptions.
Cloud execution does not make every resource available
Cloud-accessible work may continue while a device is off, but local files, private networks, expired sessions, and human verification can interrupt a workflow. Map data locations, authorization owners, connection failures, and handoff conditions before launch. A messaging connection provides a conversational entry point; it should not be treated as access to all company documents or accounts.
Having an agent organize supplier quotations each day
Consider daily supplier quotation tracking. An agent could check new quotations, update a comparison table, and highlight changes in prices or delivery dates, keeping the source and retrieval time alongside each update. Existing software would handle currency conversion, tax, and totals.
Missing or conflicting information would go to the purchasing team. Inquiry emails, orders, and payment details would follow the company’s approval process. Buyers could open the comparison each morning, see which suppliers have changed their terms, and spend more time negotiating prices and arranging deliveries.
Specify five things when delegating
Define the deliverable, such as the table to maintain; permitted data and accounts; the schedule or changes that justify work; completion, stopping, and handoff conditions; and who receives which evidence. A vague instruction to keep an eye on something can create notification noise, duplicate work, or repeated retries. Shared case identifiers, source versions, and last-processed states make continuation and human handover practical.
Test interruption, duplication, and revoked access
Pilot one reviewable workflow for a week or two. Alongside output quality, introduce expired sessions, changed sources, tool timeouts, duplicate events, and revoked permissions. Check that work is neither missed nor submitted twice, that recovery recognizes completed actions, and that revocation stops access. Measure completion, missed alerts, false alerts, correction time, and cost per accepted result rather than relying on a polished demonstration.
Millionasia’s perspective: make work easy to take over
Ongoing agents let a business delegate a stretch of work. Operational value still depends on connecting websites, apps, CRM, ERP, knowledge systems, and approvals into a traceable process. Begin where inputs are clear, results can be checked, and failures can be handed over. Let agents prepare continuously while people and established systems retain authoritative rules and important decisions, then expand automation with evidence.
Official references
- OpenAI dots
- Grok Bot
- Claude / Cowork
- Microsoft Copilot Cowork
- Perplexity Computer
- Manus
- Meta Muse
- OpenClaw
- Google Gemini Enterprise
- Microsoft Copilot Studio
- Salesforce Agentforce
Want to bring this topic into your workflow?
Millionasia can help you review data, design AI adoption points, and integrate LLMs, RAG, back-office systems, permissions, and reports into maintainable web and APP systems.
Contact Us