Status
Live
Production-ready
Finance
Cost Optimization Agent
Analyzes the efficiency of the entire agent fleet by identifying agents with high run counts but low action rates, excessive error rates, or slow execution times. Produces actionable recommendations to reduce wasted comp
Intelligence & AnalyticsLiveInternal (Colaberry Enterprise)Verified
Department
Finance
Finance 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.
Analyzes the efficiency of the entire agent fleet by identifying agents with high run counts but low action rates, excessive error rates, or slow execution times. Produces actionable recommendations to reduce wasted compute and improve overall system efficiency.
Challenges This Agent Addresses
- 1**IT Operations**: Identifies agents that run frequently but never take action, suggesting schedule frequency reduction
- 2**Platform Engineering**: Spots slow-running agents that may need code optimization or dependency updates
- 3**Finance**: Provides compute cost visibility for infrastructure budgeting and optimization
Workflow
How the Agent Works
Step-by-step operational flow showing how this agent processes tasks end-to-end.
1
Step 1
Queries all enabled agents from the database with their runtime metrics
2
Step 2
Skips agents with fewer than 5 runs (insufficient data)
3
Step 3
Flags agents with error rates above 20%
4
Step 4
Flags agents with more than 20 runs but zero actions taken (idle runs)
5
Step 5
Flags agents with average execution times exceeding 30 seconds
6
Step 6
Calculates total compute minutes across the fleet (run count multiplied by average duration)
7
Step 7
Generates recommendations when inefficient agents are found or total compute exceeds 60 minutes
Execution Modes
Trigger: cron (scheduled periodic analysis)
Data
Inputs & Outputs
What data this agent consumes and the artifacts or actions it produces.
Input Data
- All enabled `AiAgent` records with their runtime statistics:
- Run count
- Average duration (ms)
- Error count
- Last execution result
Deliverables
- `CostInsight` containing:
- List of inefficient agents with issue descriptions
- Total compute minutes consumed across the fleet
- Prioritized recommendations for efficiency improvements
Core Tasks
- Strategic Intelligence
Integrations
Systems Connected
Internal systems, APIs, and tools this agent integrates with.
Tools & APIs
Reads from the **AiAgent** database tableRecommendations feed into **Governance Agent** for policy enforcementResults inform **Strategic Intelligence Agent** fleet health assessments
Specifications
Agent Specs
Technical specifications, requirements, and deployment details.
Related
Related Agents
Other agents in the same department or industry.
Enterprise AI
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