Agent outputs become real-world actions.
When an agent produces a recommendation, it routes to the right tool automatically. The bridge between thinking and doing.
From output to execution.
Every agent output can trigger one or more actions through connected integrations.
Agent Output
Recommendation, report, or decision
Action Router
Matches output to action type
Nine action types. Connected to your stack.
Email Sequences
Resend + Owner BYOK
Multi-step sequences with merge fields, scheduling, capacity management, and reply classification.
Personal Email
Gmail
One-off emails sent from your Gmail account with full conversation threading.
CRM Updates
HubSpot, GoHighLevel
Write contact properties, deal stages, notes, and custom fields back to your CRM automatically.
Spreadsheet Export
Google Sheets
Append rows, update cells, or export full reports to designated spreadsheets.
Slack Notifications
Slack
Channel messages or DMs when agents surface signals, complete tasks, or need attention.
Calendar Events
Google Calendar
Create events with attendees, descriptions, and reminders based on agent recommendations.
Blog Publishing
WordPress
Publish drafted content directly to your WordPress site with categories and tags.
Social Posts
Meta/Facebook
Publish and schedule social content. Respond to comments on existing posts.
Pass to Agent
Internal
Route an output to another agent for further processing. Chain multi-step workflows across departments.
Email is the workhorse.
The most common action type. Here is what makes it production-grade.
- Capacity-aware sending: daily and hourly limits per sending address
- Merge field personalization from CRM, research, and agent context
- Reply classification: interested, not interested, out of office, unsubscribe
- Auto-draft replies based on response classification
- Inbound routing via branded subdomains per owner
- Owner BYOK Resend keys with encrypted storage
- Sending address conflict validation
- Per-contact draft review before send
Actions feed back into intelligence.
The action pipeline is not a one-way street. Every action generates data that feeds back into your agents.
Email engagement
Open rates, reply rates, and response classifications flow back to the CRO and CMO. Agents learn which messaging works and adjust.
CRM updates
Deal stage changes, contact activity, and pipeline movement feed back into agent context. Your CFO's forecast improves with every update.
ETAM scoring
Every action execution counts as a decision. Approvals build trust. Rejections sharpen judgment. The action pipeline is how agents earn autonomy.
Connect your tools. Let agents act.
Book a call and we will show you how agent outputs route to your real business tools.