Automate with AI tasks

Create and run tasks manually, on a schedule, or triggered by any event. Build multi-step pipelines that fetch, process, and deliver — automatically.

What tasks can do

From a single button press to a fully automated pipeline.

Scheduling

Run manually or on a schedule

Trigger tasks whenever you need them, or set them to run on a recurring schedule — daily, weekly, or custom cron.

When to run
Manually
Run on demand
Every day at 9 am
Daily schedule
Active
Every Monday
Weekly schedule
Custom cron
0 9 * * 1-5
Incoming events
Webhook received
POST /webhooks/task-trigger
just now
New message in channel
#engineering — "deploy ready"
4 min ago
Status changed
Linear NUL-412 → Done
11 min ago
Event triggers

Event-driven triggers

Kick off tasks automatically when something happens — a new message, a webhook, or a status change.

Pipelines

Multi-step pipelines

Chain steps together: fetch data, process it with AI, generate output, and deliver it — all in one pipeline.

Weekly report pipeline
Running
Fetch analytics data
Summarise with AIrunning…
Generate PDF report
Send to Slack channel
AI step
Claude 3.5 Sonnet
Claude 3.5 Sonnet
Summarise report
Selected
GPT-4o
GPT-4o
Analyze data
Gemini 1.5 Pro
Gemini 1.5 Pro
Generate insights
Output preview This week's pipeline ran 14 tasks. 3 failed — auth timeout on Stripe webhook. Recommended: increase retry limit to 5.
AI processing

AI-powered processing

Use any AI model to summarize, analyze, transform, or generate content as part of your task pipeline.

Tasks in action

Real examples of what teams automate with Mantle.

Morning Briefing
Daily at 9:00 AM

Pulls today's calendar events, open PRs, and unread Slack threads into a single digest.

Next: Tomorrow at 9:00 AM
Morning Agent
Morning Agent
Weekly Analytics Report
Every Monday at 8:00 AM

Fetches key metrics and sends a formatted performance summary to #data-team in Slack.

Next: Monday at 8:00 AM
Analytics Agent
Analytics Agent
PR Code Review
On every new pull request

Reviews incoming GitHub pull requests, flags potential issues, and leaves inline comments.

Trigger: On new pull request
Code Reviewer
Code Reviewer
Slack Daily Digest
Daily at 5:30 PM

Summarises the day's most important messages from #engineering and #product channels.

Next: Today at 5:30 PM
Comms Agent
Comms Agent
Content Calendar
Every Friday at 2:00 PM

Generates blog post ideas and social captions based on the week's product updates.

Next: Friday at 2:00 PM
Content Writer
Content Writer
Support Ticket Triage
On new support ticket

Reads incoming tickets, categorises by priority, and drafts a first response to send.

Trigger: On new ticket
Support Agent
Support Agent

Tasks are one part of the whole

Everything else your team needs is already here.

Agents

Build specialized AI agents with custom instructions, knowledge files, and tools for any workflow.

Email Agent

Grok 3

Manages your inbox, drafts responses, and organizes emails.

PR Reviewer

GPT 5.4

Reviews pull requests for code quality and test coverage.

Research Assistant

Claude Sonnet

Deep research across the web with structured summaries.

Meeting Notes

Gemini Pro

Summarizes meetings, extracts action items and decisions.

Email Agent

Grok 3

Manages your inbox, drafts responses, and organizes emails.

PR Reviewer

GPT 5.4

Reviews pull requests for code quality and test coverage.

Research Assistant

Claude Sonnet

Deep research across the web with structured summaries.

Meeting Notes

Gemini Pro

Summarizes meetings, extracts action items and decisions.

Email Agent

Grok 3

Manages your inbox, drafts responses, and organizes emails.

PR Reviewer

GPT 5.4

Reviews pull requests for code quality and test coverage.

Research Assistant

Claude Sonnet

Deep research across the web with structured summaries.

Meeting Notes

Gemini Pro

Summarizes meetings, extracts action items and decisions.

Email Agent

Grok 3

Manages your inbox, drafts responses, and organizes emails.

PR Reviewer

GPT 5.4

Reviews pull requests for code quality and test coverage.

Research Assistant

Claude Sonnet

Deep research across the web with structured summaries.

Meeting Notes

Gemini Pro

Summarizes meetings, extracts action items and decisions.

Event Planner

Gemini Pro

Schedules meetings and manages calendar conflicts.

Code Generator

Claude Sonnet

Generates boilerplate code and scaffolds new features.

Data Analyst

DeepSeek R1

Analyzes datasets, finds trends and creates visualizations.

Content Writer

GPT 5.4

Writes blog posts, social copy, and marketing content.

Event Planner

Gemini Pro

Schedules meetings and manages calendar conflicts.

Code Generator

Claude Sonnet

Generates boilerplate code and scaffolds new features.

Data Analyst

DeepSeek R1

Analyzes datasets, finds trends and creates visualizations.

Content Writer

GPT 5.4

Writes blog posts, social copy, and marketing content.

Event Planner

Gemini Pro

Schedules meetings and manages calendar conflicts.

Code Generator

Claude Sonnet

Generates boilerplate code and scaffolds new features.

Data Analyst

DeepSeek R1

Analyzes datasets, finds trends and creates visualizations.

Content Writer

GPT 5.4

Writes blog posts, social copy, and marketing content.

Event Planner

Gemini Pro

Schedules meetings and manages calendar conflicts.

Code Generator

Claude Sonnet

Generates boilerplate code and scaffolds new features.

Data Analyst

DeepSeek R1

Analyzes datasets, finds trends and creates visualizations.

Content Writer

GPT 5.4

Writes blog posts, social copy, and marketing content.

Integrations

Connect the tools you already use. Linear, Slack, Google Drive and 30+ more.

Linear
Notion
Stripe
Slack
Gmail
Google Calendar
Google Drive
Google Sheets
Google Docs
Jira
Figma
HubSpot
Confluence
Airtable
Discord
Twitter / X
Asana
LinkedIn
Telegram
WhatsApp
Notion
GitHub
PostHog
Ashby
Granola
Linear
Notion
Stripe
Slack
Gmail
Google Calendar
Google Drive
Google Sheets
Google Docs
Jira
Figma
HubSpot
Confluence
Airtable
Discord
Twitter / X
Asana
LinkedIn
Telegram
WhatsApp
Notion
GitHub
PostHog
Ashby
Granola
Linear
Notion
Stripe
Slack
Gmail
Google Calendar
Google Drive
Google Sheets
Google Docs
Jira
Figma
HubSpot
Confluence
Airtable
Discord
Twitter / X
Asana
LinkedIn
Telegram
WhatsApp
Notion
GitHub
PostHog
Ashby
Granola
Linear
Notion
Stripe
Slack
Gmail
Google Calendar
Google Drive
Google Sheets
Google Docs
Jira
Figma
HubSpot
Confluence
Airtable
Discord
Twitter / X
Asana
LinkedIn
Telegram
WhatsApp
Notion
GitHub
PostHog
Ashby
Granola

Automate your first workflow

Create AI-powered tasks that run on a schedule, respond to events, and deliver results — all in minutes.

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