Connect your tools.
We find what to automate.
Assemblr mines behavioral patterns from your team's activity and deploys agents to run recurring workflows — automatically.
0+
integrations
0
config required
0m
to first pattern
0%
automatic
What makes it different
It's not your automation tool.
It's your automation intelligence.
Behavioral pattern mining
Assemblr reads your raw event stream across every connected tool and surfaces recurring sequences — no labeling, no templates.
Cross-system intelligence
Patterns that span GitHub, Linear, Slack, and Notion. Not single-tool triggers — full multi-step workflows across your stack.
Autonomous agents
One click to activate. Each discovered pattern compiles into a DAG agent that runs trigger-to-action without you.
Zero configuration
No rule builders. No visual editors. No templates to fill out. Connect and discover — that's the entire setup.
How it works
From raw activity to running agents.
01
Connect
OAuth in 30 seconds. We start reading your activity immediately.
02
Discover
Assemblr mines patterns across all your tools. No config, no templates.
03
Automate
Activate discovered workflows as agents. They run themselves.
Pattern detection
Assemblr watches your raw event stream across every connected tool and identifies recurring cross-system sequences — no labeling needed.
Live event stream
Pattern extracted
Agent execution
One click to activate. Assemblr compiles the pattern into an agent that runs the full workflow — trigger to action — without you.
Agent execution
Trigger detected
GitHub push received
Context gathered
Fetching linked issues & PRs
Actions planned
LLM reasoning complete
Executed
Slack notified · Linear updated
Coverage & gaps
Assemblr tracks which workflows are running and surfaces the ones that still aren't — so you always know what's left on the table.
Automation coverage
34%
of recurring workflows
are currently automated
Patterns found
12
Currently active
4
Time saved / week
~3h
Workflow gaps
Recurring sequences we found that aren't automated yet.
PR merged → no issue update
23× this month
Deploy succeeded → no team notify
18× this month
Issue created → no assignee
12× this month
Discovered
These aren't workflows you built.
They're patterns we found.
Connect your stack and Assemblr surfaces recurring cross-tool sequences from your team's real activity — no labeling, no configuration.
Code Push → Notify Team
When code is pushed, post an automated summary to #engineering with diff stats.
47×
per month
94%
confidence
Issue Created → Assign & Alert
New Linear issues trigger a Slack notification and link the relevant GitHub PR.
31×
per month
87%
confidence
PR Merged → Complete Issue
Merged pull requests auto-close their linked Linear issues and update state.
28×
per month
91%
confidence
Integrations
Your entire stack, connected.
One-click OAuth for 42+ integrations. Assemblr mines behavioral patterns across all of them — not just two.
GitHub
Slack
Linear
Notion
HubSpot
Jira
Asana
Stripe
Airtable
Zoom
Trello
Figma
GitHub
Slack
Linear
Notion
HubSpot
Jira
Asana
Stripe
Airtable
Zoom
Trello
Figma
FAQ
Frequently asked questions.
How is this different from Zapier or Make?
Zapier and Make require you to describe workflows before they run. You already know what you want to automate. Assemblr discovers workflows you didn't know to automate — from the patterns already in your activity data. Most of what Assemblr finds, you wouldn't have thought to configure manually.
How long until I see the first patterns?
Is my data private?
What integrations are supported?
Get started free
Your team's workflows,
finally visible.
Connect GitHub + one more tool. Assemblr surfaces your first discovered workflow in under 5 minutes — no configuration, no rules engine.