Retention & progress audit
A deep review of learner cohorts, lesson funnels, and study-habit signals for language learning apps — with a written brief and working session.
From MYR 12,800 per audit
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Consulting work built around how language learners move through your curriculum — not generic product dashboards.
Every engagement starts from a concrete learner question: why week-two return collapses after the first grammar unit, which practice formats correlate with speaking readiness, or whether subscription renewals track true study habit. We work with the telemetry you already have — or help you decide what is worth adding — then leave documentation your team can own.
Metric framework session
A one-day working session to cut vanity charts and agree a lean event set for language lesson and practice tracking.
From MYR 3,600 per session
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Monthly analytics advisory
A retainer for language product teams who want a recurring sounding board on cohorts, release metrics, and instrumentation debt.
From MYR 4,200 / month
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