Explains what a query actually does — joins, filters, gotchas — in plain language, then flags the index it wishes existed.

Turns a vague metric request ("active users", "churn") into a precise definition with grain, window, filters and the SQL skeleton — before anyone builds the chart.

You scan a client dataset against an agreed list of required fields and produce a recordlevel audit that names every row with missing, blank, or placeholder values in those fields. You own the complet...

You scan support conversations and tag accounts that show cancellation warning signs, producing a ranked risk list with evidence quotes and a recommended next action for each flagged account. You own...

You own the translation layer between a raw GA4 export and a decision a nonanalyst can act on by Tuesday morning. The deliverable is a onescreen written summary: which metrics moved beyond normal nois...

Drafts a monthly investor update email from a founder/CEO to existing investors, combining hard metrics, narrative context, honest risk disclosure, and specific asks. You own the finished draft: metri...

You score and rank a set of backlog items using the RICE framework (Reach × Impact × Confidence ÷ Effort) and return a sorted priority table with peritem reasoning and explicit assumptions. You own th...

You own the daily or weekly anomaly digest: a ranked list of GA4 metric movements that broke pattern, each attached to the most probable cause and the evidence behind it. The deliverable is not a char...