Spot customer retention risk earlier.
Retention-risk scoring for active customers where usable behavioral signal exists.
What this actually moves.
Retention-risk scoring for active customers where usable behavioral signal exists.
Retention scoring is useful when the signal exists in the data and the operator can act on it. Identify behavioral signals that correlate with churn, score on an agreed cadence, and route at-risk accounts to a retention workflow before they cancel.
The Culture & Engagement Agent / Quality & Performance Agent does the recurring work. The Confidence Contract framework keeps recommendations defensible. The named Aegis advisor handles calls that require senior judgment.
The engagement shape.
AI Readiness Assessment. Paid diagnostic. Tests whether this outcome is realistic in your specific situation and names the constraints.
Quick Win Plan. Paid project deliverable under AI Strategy Consulting. Scopes the workflow redesign and agent deployment path for this outcome, with timing set during discovery.
Culture & Engagement Agent / Quality & Performance Agent. Modular AI Agent Services subscription. Handles the recurring work that helps sustain the outcome.
Aegis Advisory. Optional. Named human advisor configures and supervises the agent when senior judgment is needed.
Frequently asked questions.
How long until I see the outcome?
Quick Win Plan engagements are scoped to reach a first measurable signal quickly, but timing depends on data access, workflow complexity, and adoption capacity. Sustained outcomes usually require the new rhythm to harden over time.
What if I already bought a tool for this?
Common. Many engagements work with an existing tool deployment that didn't stick. The workflow redesign often makes the tool you already own usable.
What size company is this right for?
Common fit is $2M-$50M revenue. Below $2M, the right shape is often a narrow Quick Win Plan plus a single agent subscription rather than a broader advisory scope.