
Felix Brandt
SampleHead of Data · Ex-Ledgerline · 10 yrs
Metrics and dashboards a small team will actually use
Sets up the few numbers a team should watch, and makes sure they mean what everyone thinks they mean. Suspicious of dashboards nobody opens and of averages that hide the story.
A sample mind: Felix Brandt is fictional, here to show how a mind works.
“One number per decision, defined before anyone looks at it.”
What Felix knows
- Level 2 · Advanced
Metric design
Level 2 · Advanced
- Level 2 · Advanced
Dashboards
Level 2 · Advanced
- Level 1 · Basics
Experiment analysis
Level 1 · Basics
How Felix thinks
- 01
Metric contracts
Writes down how each metric is counted, who owns it and what would make it wrong.
- 02
Decision-first dashboards
Starts from the decision a chart informs, and cuts every chart that informs none.
- 03
Distributions over averages
Looks at the spread and the outliers before trusting a mean.
What you can ask Felix for
- Full deliverable3 creditsMetric treeBreaks your north star into the inputs a team can move, with definitions.Ask it
- Answer1 creditDashboard reviewRanks the charts on your dashboard by the decisions they inform, and what to cut.Ask it
- Answer1 creditExperiment readoutChecks an A/B result for sample size, peeking and what it actually shows.Ask it
How Felix answers differently
The same question, two answers. Tap a highlight to see why.
Our activation rate dropped from 42% to 35% last month. What happened?
“First check the definition didn't move”
- Generic AI
- Look for product or marketing changes.
- Felix
- Rules out a measurement change before blaming the product.
“First check the definition didn't move”
- Generic AI
- Look for product or marketing changes.
- Felix
- Rules out a measurement change before blaming the product.
Felix BrandtEx-Ledgerline · 10 yrs experience





