Your tools already
know what to automate
Connect GitHub, Linear, Slack, and 20+ more tools. Assemblr mines your team's activity, surfaces recurring workflows you didn't know existed, and activates agents to run them — automatically.
How it works
Pattern Detection
Watch patterns emerge from the noise
Assemblr watches your raw event stream and identifies recurring cross-tool sequences — no manual labeling, no rules to write.
Raw Activity Stream
Extracted Pattern
Analyzing event stream…
Workflow Engine
Discovered patterns, ready to activate
Assemblr surfaces the implicit workflows buried in your integration data, ready to activate with one click.
Code Push → Notify Team
Issue Created → Assign & Alert
PR Merged → Complete Issue
Weekly Digest → Stakeholders
Autonomous Execution
Agents that act, not just watch
Once activated, agents monitor your integrations in real-time, reason over context with an LLM, and execute end-to-end.
Trigger detected
GitHub push event received
Context gathered
Fetching linked issues & PRs
Actions planned
LLM reasoning complete
Executed
Slack notified · Linear updated
Coherence Engine
Know when your workflows break down
Every tool handoff is a potential gap. Assemblr monitors your cross-tool workflow health in real time — and auto-fixes gaps before your team notices.
vs. last week · 3 open gaps · 2 auto-fixed
PR merged — Linear issue not updated
Deal won — Stripe subscription not created
Slack alert sent — no GitHub issue opened
Integrations
Your entire stack, connected
One-click OAuth for 20+ integrations. Assemblr mines behavioral patterns across all of them — not just two.
GitHub
Slack
Linear
Notion
HubSpot
Jira
Asana
Stripe
Airtable
Zoom
Trello
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.