Kubit’s Agentic Analysts give financial services companies a proactive, explainable view of every customer interaction. Detect risk earlier, accelerate adoption, and grow retention with confidence.
Regulation-Ready by Design
Kubit connects directly to your cloud data warehouse to ensure every analysis is compliant, governed, and explainable. Each metric includes a traceable evidence trail so teams and regulators share one trusted source of truth.
Spot Risk Before It Hits
Autonomous Agents continuously monitor key financial metrics, detecting anomalies in transactions, adoption, or churn within hours instead of weeks. Each finding includes transparent evidence that allows teams to act quickly and confidently.
Explain Decisions with Confidence
Narrative Agents assemble evidence into explainable stories that clarify why metrics change and how to respond. Executives and regulators gain full visibility into every decision, supported by auditable reasoning and clear accountability.
Accelerate Adoption and Retention
Action Agents feed enriched cohorts into CRM and engagement platforms to increase activation, reduce churn, and grow customer lifetime value. All while maintaining complete data control and compliance.
Key Financial Services Use Cases
Path to Key Engagement
Measure how users progress toward critical actions such as issuing a virtual card, sending an invoice, or linking a bank account.
Conversion Funnel Optimization
See where and why signups drop off. Streamline onboarding to accelerate activation and reduce abandonment.
User Cohort Analysis
Segment customers by behavior to uncover which flows accelerate time-to-value and which introduce friction.


Retention and LTV growth
Identify behaviors that predict upgrades, churn, or high-value retention. Use these insights to shape programs that increase lifetime value.
Feature Performance Tracking
Understand which features are most adopted, and prioritize investments that align with long-term engagement.
Campaign Success Analysis
Connect marketing and product efforts directly to conversions and retention to ensure efficient, measurable growth.
Outcomes for Financial Services Companies
Faster anomaly detection and risk response with autonomous monitoring
Higher activation and retention through explainable, actionable insights
Improved compliance and governance with full transparency and audit trails
Alignment across teams with one data warehouse-native source of truth
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