Mindvalley Data Intelligence

AI Investigation Platform

Six specialized AI agents argue, verify, and produce confounder-tested insights from Amplitude data. Every number triple-checked. Every hypothesis stress-tested.

6
AI Agents
3x
Verification Passes
100%
Amplitude-sourced

Reports

Live investigation outputs produced by the agent pipeline. Each report contains hypothesis-driven analysis with confounder detection, multivariate stratification, and Red Team challenges.

Live Report
Subscriber Churn Investigation
Deep investigation into cancellation patterns, save flow effectiveness, retention cliffs, and content engagement. With confounder analysis and multivariate breakdowns.
Feb 23, 2026 · 4 hypotheses tested
Live Report
Full Investigation Report
Complete pipeline output including agent reasoning chains, hypothesis iterations, and the Red Team challenge log.
Feb 22, 2026 · Multi-agent pipeline
System Design
System Architecture
Full technical breakdown of the 6-agent pipeline: how agents argue, detect confounders, escalate disagreements, and converge on verified findings.
Architecture · Agent roles · Data flow

The Agent Pipeline

Each investigation follows a structured debate: agents formulate hypotheses, query Amplitude, challenge each other's findings, detect confounders, and verify every number before publication.

1
Product Analyst
Hypotheses
2
Analytics Engineer
Query Design
3
Data Scientist
Confounders
4
Product Strategist
Recommendations
5
Red Team
Challenge
6
Verification
Triple-Check