Choose among service, advice, retention, and product actions
A next-best-action program should not optimize every interaction toward a sale. The decision set may include resolving a service problem, completing an application, preventing an avoidable fee, connecting a customer to a banker, protecting an at-risk relationship, or presenting a suitable offer.
Cicrim defines the decision context, candidate actions, eligibility, policy constraints, customer permissions, economic logic, model inputs, reason codes, channel capacity, human-review points, and evidence needed to make each recommendation explainable and executable.
Make the recommendation governable from signal to outcome
Context and candidate actions
Assemble customer, relationship, product, transaction, service, channel, event, and intent context, then generate an explicit set of possible actions rather than an unconstrained score.
Eligibility and policy gates
Apply product rules, consent, contact preferences, suitability, fair-treatment constraints, risk appetite, offer terms, complaint or hardship status, and channel-specific restrictions before ranking.
Ranking and human judgment
Combine transparent economics, customer benefit, propensity, urgency, service need, and banker judgment with reason codes, overrides, escalation, and reproducible decision records.
Execution and learning
Deliver the action through the appropriate channel, capture presentation and response, attribute downstream outcomes, monitor drift and disparities, and distinguish true lift from channel or selection effects.
Give product, marketing, service, risk, and channels one decision contract
Cicrim establishes ownership for action definitions, policy gates, model changes, content, channel execution, overrides, monitoring, issues, and retirement. A governed action catalog records the intended customer benefit, eligible population, required data, exclusions, explanations, channel treatment, evidence, and success measures.
Useful measures include eligibility-to-presentation loss, acceptance, completion, service resolution, incremental balance or revenue, complaint and opt-out rates, override frequency, fair-treatment diagnostics, reason-code stability, model drift, contact pressure, and outcomes by channel and customer segment.
Connect next-best action to growth, onboarding, consent, and engagement
Start with a bounded decision and prove customer and operating value
Cicrim can define the first action set, eligibility and policy contract, data inputs, explanations, channel workflow, controls, and outcome measures before scaling.





