Prepare
Validate monthly purchasing, company descriptors, missingness, and comparable value fields.
Mika analyses the supplied 36-month history using value, continuity, lifecycle, sector, company size, legal form, and province.
customers analysed across 36 purchasing months
Four treatments emerge: protect, develop, recover selectively, and monitor.
02 / 04Validate monthly purchasing, company descriptors, missingness, and comparable value fields.
Measure recency, frequency, continuity, value, lifecycle, sector, size, legal form, and province.
Group observable behaviors into explainable treatments—not opaque labels.
Compare segment stability and commercial usefulness before recommendation.
Interpretation combines value with behavioral continuity; high value alone does not determine treatment.