Amplitude × MWM
Amplitude x MWM, from data bottleneck to autonomous product squads
60% uplift in users completing lesson packs
Data bottleneck to squad autonomy
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Why it works
The case study earns the New Capability tag because the core before-state was not slower analysis but no self-serve analysis at all: product managers could not access or visualize event data without pulling in analysts and technicians. The 60% lesson-pack uplift gives the story a concrete outcome rather than leaving it as a pure capability claim. Competitive context is explicit: MWM evaluated Mixpanel and chose Amplitude despite higher cost, which sharpens the credibility of the vendor choice.
Steal this
The squad structure framing: showing exactly how autonomous three-person teams each own an Amplitude dashboard makes the benefit tangible and replicable for any reader running a multi-product org.
Click to enlarge ↗ This is editorial commentary and curation. The case study, screenshot, and all metrics are Amplitude's published work; we link to the source and lead with our analysis.