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DATUM FIELD CHAPTER · CUSTOMERS

Discipline: Customers

Ten canonical operational blueprints cataloged under the Customers field domain.

#051
Customers Analytics

We don't know why customers leave

Which factors are associated with churn?

#053 Behavioral Clusters3 Archetypes
PWR
K-Means SegmentationDistinct Cohorts
Segment Variance:±33%
Actionable Playbook:Targeted Retention
Tight ClustersDiffuse Cohorts
Verified ProofBlueprint→
#052
Customers Analytics

We cannot identify customers at risk

Who should the retention team contact?

#052 Survival Curve79% Survival
Contract Renewal Steps$2686 LTV Realized
12-Month Retention:79%
Avg Lifetime Value:$2686 / User
High ChurnSticky Cohort
Verified ProofBlueprint→
#053
Customers Analytics

Customer behaviour differs dramatically

Are there natural groups with different behavior?

#053 Behavioral Clusters3 Archetypes
PWR
K-Means SegmentationDistinct Cohorts
Segment Variance:±33%
Actionable Playbook:Targeted Retention
Tight ClustersDiffuse Cohorts
Verified ProofBlueprint→
#054
Customers Analytics

We recommend the same thing to everyone

How can recommendations adapt to the customer?

#053 Behavioral Clusters3 Archetypes
PWR
K-Means SegmentationDistinct Cohorts
Segment Variance:±33%
Actionable Playbook:Targeted Retention
Tight ClustersDiffuse Cohorts
Verified ProofBlueprint→
#055
Customers Analytics

We don't understand the customer journey

Where do customers move, stall or drop?

#055 Survival Curve79% Survival
Contract Renewal Steps$2686 LTV Realized
12-Month Retention:79%
Avg Lifetime Value:$2686 / User
High ChurnSticky Cohort
Verified ProofBlueprint→
#056
Customers Analytics

Complaints are difficult to analyse at scale

What themes are hidden in thousands of messages?

#056 Survival Curve79% Survival
Contract Renewal Steps$2686 LTV Realized
12-Month Retention:79%
Avg Lifetime Value:$2686 / User
High ChurnSticky Cohort
Verified ProofBlueprint→
#057
Customers Analytics

We don't know what customers actually ask for

Which intents dominate conversations?

#053 Behavioral Clusters3 Archetypes
PWR
K-Means SegmentationDistinct Cohorts
Segment Variance:±33%
Actionable Playbook:Targeted Retention
Tight ClustersDiffuse Cohorts
Verified ProofBlueprint→
#058
Customers Analytics

Support repeatedly answers the same questions

Which questions should become reusable knowledge?

#058 Survival Curve79% Survival
Contract Renewal Steps$2686 LTV Realized
12-Month Retention:79%
Avg Lifetime Value:$2686 / User
High ChurnSticky Cohort
Verified ProofBlueprint→
#059
Customers Analytics

Customer feedback exists but nobody uses it

How does feedback turn into action?

#059 Survival Curve79% Survival
Contract Renewal Steps$2686 LTV Realized
12-Month Retention:79%
Avg Lifetime Value:$2686 / User
High ChurnSticky Cohort
Verified ProofBlueprint→