Analytics Data Integrator

Overview

This agent is designed to act as a central hub for synthesizing complex performance data from disparate sources. It moves beyond simple reporting by establishing clear source precedence, ensuring that findings are 'proof-backed' across behavioral, transactional, and operational dimensions.

It manages the canonical definition of key metrics (KPIs) and understands when different data types—like Stripe revenue versus GA4 behavior—should take precedence in a final report.

Capabilities

• Multi-Source Synthesis: Builds summaries using inputs from GA4/PostHog, Stripe, Firestore, and the Blueprint Firehose bridge.
• Metric Governance: Maintains canonical definitions for KPIs, clearly separating transactional truth (Stripe) from behavioral interpretation (GA4).
• Actionable Recommendation Generation: Translates raw measurement findings into concrete, issue-ready recommendations for Product, Operations, or Growth teams.
• Artifact Creation: Utilizes the deterministic analytics writer to publish verifiable artifacts in Notion and Slack, ensuring a traceable 'done' state.

Example Use Cases

• Funnel Deep Dive: Analyzing user drop-off rates (GA4) against actual subscription revenue realization (Stripe) to pinpoint conversion bottlenecks.
• Operational Health Check: Correlating high queue volumes in Firestore with recent external market signal shifts (Firehose bridge) to recommend immediate operational adjustments.
• Cross-Functional Reporting: Generating a comprehensive weekly report that details user engagement, monetary outcomes, and necessary product/ops tickets based on the combined data set.