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Agentic use cases
OpenClaw use cases, workflow by workflow.

Fourteen real Nebulas OpenClaw patterns shown as a practical list: what starts the work, what the agent does, and what the business gets back.

Starts with → agent work → resultLive vs planned labelledNo fantasy integrations
View workflowsMap your workflow
Live01

Ask for help from chat

Send a plain-English request and get a useful answer, action, or status update without opening five different systems.

ChatOpenClawAI agentsBusiness tools
  1. Starts with · 01Your team sends a request in the approved chat channel
  2. Agent work · 02The agent works out which system is needed
  3. Agent work · 03It checks the right tools and records what it found
  4. Business result · 04Your team gets a clear reply with the action taken or the next decision needed
Live02

Turn a delivery request into tested work

A feature request can become a branch, tested change, review note, and status update without someone manually coordinating every step.

GitHubOpenClaw agentsBrowser QALinear
  1. Starts with · 01A task is raised or assigned
  2. Agent work · 02A specialist agent works in the correct codebase
  3. Agent work · 03It builds, tests, and captures evidence
  4. Business result · 04The team gets a pull request or status update ready for review
Live03

Keep delivery work moving in Linear

Linear becomes the operating view for progress, blockers, approvals, quality checks, and what is ready to ship.

LinearOpenClawTaskFlowGitHub
  1. Starts with · 01A Linear issue, project, or comment changes
  2. Agent work · 02The agent checks the work state and next dependency
  3. Agent work · 03It updates the delivery record and flags blockers
  4. Business result · 04Stakeholders see what is ready, blocked, or waiting for approval
Live04

Update Jira and Confluence without the admin drag

Backlog updates, project notes, documentation changes, and status comments can be handled from one governed agent surface.

JiraConfluenceOpenClawApproval rules
  1. Starts with · 01Your team asks for a Jira or Confluence update
  2. Agent work · 02The agent checks the right workspace, page, or issue
  3. Agent work · 03It drafts or applies the approved change
  4. Business result · 04The record is updated with a traceable explanation
Live05

Turn website enquiries into sales follow-up

A website form submission becomes a scored opportunity instead of another loose email in the inbox.

WebsiteCRMMicrosoft 365OpenClaw
  1. Starts with · 01Someone submits the website form
  2. Agent work · 02The lead is checked, scored, and categorised
  3. Agent work · 03It is routed to Zoho CRM when available
  4. Business result · 04The team gets a durable lead record and notification
Planned next step06

Capture phone enquiries before they vanish

Inbound calls can become visible follow-up work, with call alerts, durable logs, and a clear path into CRM follow-up.

TwilioTeam alertsCRMOpenClaw
  1. Starts with · 01A prospect calls your business number
  2. Agent work · 02The call event is captured securely
  3. Agent work · 03The team gets an immediate alert and durable log
  4. Business result · 04The follow-up record is queued for CRM update
Live07

Daily email briefing and review queue

Important emails, calendar context, receipts, and cleanup candidates are surfaced without handing the agent unlimited inbox control.

Microsoft 365OutlookTeam alertsPrivate dashboard
  1. Starts with · 01A scheduled check runs
  2. Agent work · 02The agent reads only the approved mailbox and calendar scope
  3. Agent work · 03It groups what needs attention or review
  4. Business result · 04The owner receives a briefing and approves any cleanup actions
Live08

Send receipts to the right expense record

Receipt capture becomes a structured back-office workflow with the original attachment retained and exceptions routed for review.

Chat/email intakeAI document readingMicrosoft 365SharePoint
  1. Starts with · 01A receipt arrives by chat or email
  2. Agent work · 02The agent extracts supplier, date, GST, and line-item detail
  3. Agent work · 03It checks for missing data or duplicates
  4. Business result · 04A finance record is created with the receipt attached
Configured09

Build Google Ads campaigns from a plain-English brief

Describe the objective, offer, audience, budget, and landing page in natural language. The agent turns it into a full campaign structure ready for review.

Google AdsReview dashboardLanding pagesOpenClaw

Built for teams who want campaign creation automated while approval, publishing, and activation stay under human control.

  1. Starts with · 01You describe the campaign objective, offer, budget, and landing page
  2. Agent work · 02The agent creates the campaign, ad groups, ads, keywords, negatives, and tracking
  3. Agent work · 03A human reviews the full draft, evidence, and spend controls
  4. Business result · 04The campaign is published to Google Ads paused and ready for activation
Configured10

Generate campaign drafts for review

Your team can turn a campaign brief into a structured draft pack with copy, keywords, tracking notes, and a clear approval path.

Campaign workspaceGitHub/PRGoogle AdsOpenClaw

Useful when marketing teams want repeatable campaign creation without giving an agent permission to spend money.

  1. Starts with · 01Your campaign brief is given in chat
  2. Agent work · 02The agent creates draft assets and rationale
  3. Agent work · 03The draft is placed in your review workspace
  4. Business result · 04A reviewer validates the campaign before publishing
Live11

Check a website in a real browser

The agent can load pages, capture screenshots, check responsive states, and report what actually rendered instead of trusting static tests alone.

Browser automationWebsitesLinearGitHub
  1. Starts with · 01A page or feature needs review
  2. Agent work · 02The agent opens it in a browser
  3. Agent work · 03It captures screenshots, layout checks, and interaction evidence
  4. Business result · 04The team gets a concrete QA finding or approval note
Live12

Keep projects warm between conversations

Scheduled checks keep an eye on active work, stale blockers, review gates, and tasks that are ready for a decision.

Scheduled checksLinearTaskFlowMemory/docs
  1. Starts with · 01A scheduled heartbeat runs
  2. Agent work · 02The agent checks the current project state
  3. Agent work · 03It identifies blockers, dirty work, and approval-ready items
  4. Business result · 04The right records are updated or a decision is requested
Live13

Run separate brands or tenants safely

Different brands, departments, or client environments can use the same operating model without mixing data, tools, memory, or credentials.

Tenant workspacesJira/ConfluenceCRMIsolated OpenClaw gateway
  1. Starts with · 01A request arrives for a specific brand, tenant, or client
  2. Agent work · 02The agent uses only that workspace and credential set
  3. Agent work · 03It updates the right records for that environment
  4. Business result · 04Work stays separated from every other operating lane
Live14

Connect external events without opening the whole system

External services can trigger narrow, signed workflows while private dashboards stay protected behind the right access boundary.

WebhooksWorkflow intakeReview queuesOpenClaw
  1. Starts with · 01A trusted external event or review need appears
  2. Agent work · 02The event enters through a narrow secure route
  3. Agent work · 03The agent records, reviews, or acts on the event
  4. Business result · 04The result is stored, shown in a private UI, or sent for approval
Private intake

Tell us what is eating your team's time.

Describe the workflow, the tools, and what a win looks like. We will reply by email with the most practical next step: an agent setup, an app build, a consulting engagement, or honest advice that you do not need us yet.

What happens next: Nebulas reviews your context, checks fit and urgency, then replies by email with the most practical next step. Your details are used only to respond to this enquiry.
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