Transform raw datasets and spreadsheets into executive-ready business reports with insights and metrics.

Build compounding growth systems with frameworks for growth loops, unit economics, and network effects.

Analyze social media post metrics to identify top performers, diagnose low engagement, and surface trends.

Implement a complete company operating system framework covering accountability charts, scorecards, and meeting pulses.

Design statistically valid A/B tests, calculate sample sizes, structure growth experiments, and analyze results.

Guide product-market fit validation using the Sean Ellis 40% test, painkiller analysis, and traction metrics.

Measure performance baselines, detect regressions before and after PRs, and compare stack alternatives.

Guide growth using the AARRR framework to diagnose bottlenecks and map customer lifecycle actions.

Set up analytics tracking, interpret product metrics, analyze conversion funnels, and calculate ROI.

Define and track UX success through structured metrics, measurement frameworks, and experimentation.

Guide an agent through adding structured logging, metrics, traces, and symptom-based alerts alongside code.