A small studio for early churn clarity
ML Automation Digital works with product, growth, and customer success teams who need predictive churn signals grounded in the events their apps already emit.
How we work
We begin with instrumentation you already have—not a greenfield tracking plan. Audits and briefs stay close to billing cycles, cohort behaviour, and the interventions your people can actually run.
Engagements are time-boxed. Deliverables are documents and working sessions, not software licences. When a model brief is complete, your analytics or data science team owns implementation.
Where we are
Our studio sits at 68 Boughton Rd, Whitrigg, CA5 3FN, United Kingdom. Most work runs remotely with UK-timezone workshops; in-person sessions can be arranged when the engagement warrants it.