Status
Live
Production-ready
Service Automation
Content Optimization Agent
Detects campaigns with low open or reply rates and proposes AI-generated rewrites for pending emails. Operates in suggest-only mode - creates proposals that require admin approval.
Customer ServicesLiveInternal (Colaberry Enterprise)Verified
Department
Service Automation
Customer Services department for Colaberry Enterprise agents
Source
Internal (Colaberry Enterprise)
Built by Colaberry
About
About the Agent
What this agent does, the challenges it addresses, and where it delivers value.
Detects campaigns with low open or reply rates and proposes AI-generated rewrites for pending emails. Operates in suggest-only mode - creates proposals that require admin approval.
Challenges This Agent Addresses
- 1**Marketing**: Data-driven email content optimization
- 2**Sales**: Improve campaign engagement without manual rewriting
- 3**Governance**: All changes require human approval
Workflow
How the Agent Works
Step-by-step operational flow showing how this agent processes tasks end-to-end.
1
Step 1
Finds active campaigns and computes engagement metrics from the last 48 hours
2
Step 2
Identifies campaigns below open rate (10%) or reply rate (1%) thresholds
3
Step 3
Generates AI-rewritten subject lines and body content
4
Step 4
Creates ProposedAgentAction records (never directly modifies content)
5
Step 5
An admin must approve proposals before they take effect
Execution Modes
Trigger: cron
Data
Inputs & Outputs
What data this agent consumes and the artifacts or actions it produces.
Input Data
- Active campaigns with engagement metrics (last 48 hours)
- Open rate threshold: 10%, reply rate threshold: 1%, minimum sample: 10
Deliverables
- ProposedAgentAction records with AI-rewritten email content
- Proposal reasoning with before/after metrics
Core Tasks
- Service Automation
Integrations
Systems Connected
Internal systems, APIs, and tools this agent integrates with.
Tools & APIs
InteractionOutcome model (engagement metrics)aiMessageService (content generation)agentPermissionService (proposal creation)
Specifications
Agent Specs
Technical specifications, requirements, and deployment details.
Related
Related Agents
Other agents in the same department or industry.
Enterprise AI
Ready to deploy this agent?
Schedule a walkthrough with our team to see how this agent integrates with your workflows.