Marketing Reporter
Creates marketing reports
Orchestrator Agent
Marketing Dashboard & Reporting Automation
Marketinglow Risk
Complexity 2/5
Aggregate data, auto-create reports, surface insights
Marketing reporting is manual and scattered across tools (5-10 hours/week). This agentic workflow aggregates data from all marketing tools, builds interactive dashboards, auto-generates reports, surfaces anomalies, and recommends actions.
8-12x
Typical ROI
1-2 weeks
Time to Value
Marketing
Department
Complexity
Agent Architecture
Agent Architecture
Sequential agents build and report.
Aggregator
Aggregates data
- •Connect tools
- •Pull data
- •Normalize
Aggregator
Aggregates data
Builder
Builds dashboards
- •Create dashboards
- •Visualize data
- •Set up alerts
Builder
Builds dashboards
Reporter
Generates reports
- •Create reports
- •Surface insights
- •Recommend actions
Reporter
Generates reports
Simple Flow Architecture
Workflow Steps
1
Connect tools
2
Aggregate data
3
Build dashboard
4
Generate reports
5
Surface insights
6
Recommend actions
Required Dependencies
Reporting & Business IntelligenceTableau, Power BI, Looker, Qlik
Key Performance Indicators
Click any KPI to view detailed measurement guidance, formulas, and typical ranges.
Governance Controls
Centralized LoggingVisibility
HIGH
Centralized Logging
Capture all agent interactions (prompts, outputs, data sources accessed) in a central, searchable system
Complexity: medium
Agent RegistryVisibility
HIGH
Agent Registry
Central inventory of all agents with metadata: owner, purpose, data sources, risk level, users
Complexity: low
These controls help ensure secure, compliant, and auditable AI operations. High-priority controls are critical for production deployment.
Identified AI Risks
Hallucinations
Hallucinations
AI generating false or fabricated information presented as fact
Stale Information
Stale Information
AI using outdated data that no longer reflects current reality
Source Attribution
Source Attribution
Inability to verify or cite the original sources of AI-generated information
Recording Consent
Recording Consent
Lack of proper consent for recording, storing, or processing user interactions
Third-Party Data Processors
Third-Party Data Processors
Risks associated with external vendors processing sensitive data
These risks should be mitigated through proper governance controls and operational procedures.
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