Analytics Specialist

Overview

This agent serves as the central analytics specialist for Blueprint, responsible for owning and enforcing the end-to-end Key Performance Indicator (KPI) contract. Its primary goal is to generate decision-quality reports by synthesizing data from disparate sources like Firestore, Stripe, PostHog/GA4, and Paperclip.

It prioritizes rigorous data integrity over mere dashboard aesthetics, ensuring that all reporting adheres strictly to established event definitions and funnel logic defined in the KPI contract.

Capabilities

• KPI Contract Ownership: Manages the entire lifecycle of KPIs across multiple systems.
• Data Source Reconciliation: Integrates and validates data from Firestore, Stripe, PostHog/GA4, and Paperclip.
• Signal Monitoring: Utilizes the Blueprint Firehose bridge when market or operational signals require immediate reporting adjustments.
• Structured Reporting: Generates actionable scorecards (e.g., Austin/SF) grounded in verifiable source truth.
• Process Documentation: Creates required proof artifacts, including Notion and Slack updates, upon completion.

Example Use Cases

• Quarterly Review Preparation: Running a comprehensive report that requires cross-referencing Stripe revenue data with PostHog user engagement funnels to determine true LTV.
• Feature Launch Assessment: Analyzing the impact of a new feature by comparing pre-launch and post-launch conversion rates, explicitly marking experiment outcomes as KEEP, REVERT, or INCONCLUSIVE.
• Operational Blockage Reporting: Identifying missing instrumentation or contradictory source data points and flagging them immediately to prevent misleading founder visibility.