Analytics Solutions

Analytics Solutions

Scoring and risk signals, built in — attribute-based scorecards, deviation tracking and portfolio risk models across origination, servicing and collections.

Risk AnalysisAI RecommendationModel ConfidencePortfolio Insights
Analytics Solutions · Intelligence Layer
Models24
SignalsLive
Confidence0.94
AI Decision Network
RiskFraudCreditCollect
Model inference
Policy overlay
Automation Flow
Product Walkthrough

See Analytics Solutions in Action

Product overview of how institutions use Analytics Solutions across real financial operations.

Product Overview

Analytics embedded, not bolted on

Scorecard-based credit decisioning, roll-rate tracking and Value at Risk monitoring already run inside Credentra One, SwiftCollect and MoneyWare.

Analytics Solutions brings those signals together — model governance, deviation tracking and portfolio-level risk visibility in one layer.

Institutions use it to standardize scorecards across products, prioritize collections by payment propensity and monitor Value at Risk consistently.

ML
Driven decisioning
Real-time
Risk signals
Cross
Product analytics
Audit
Ready models
Platform Capabilities

What Analytics Solutions Delivers

Analytics capabilities designed for regulated financial institutions.

Predictive Risk Scoring

Use attribute-based, weighted and point-based scorecards aligned to institutional policy thresholds.

Fraud Detection Intelligence

Layer pattern-based anomaly detection across onboarding and transaction data.

Customer Behaviour Analytics

Use engagement and repayment-propensity signals in origination and collections decisions.

Portfolio Insights

Monitor concentration, roll-rate and Value at Risk across asset classes.

Collection Analytics

Use promise-to-pay and payment-propensity scoring to prioritize recovery worklists.

Decision Automation

Embed scorecard outputs directly into underwriting and case-allocation decision points.

Product Modules

Modular product architecture

Services that operationalize AI analytics inside financial technology solutions.

Model Workbench

Configure, monitor and govern scorecards used across lending, risk and collection flows.

Feature Intelligence

Consolidate onboarding, transaction and portfolio data for consistent scorecard inputs.

Decision Services

Expose scorecard and predictive signals to origination, servicing and collections workflows.

Risk Dashboards

Visualize roll-rate, Value at Risk, fraud and portfolio indicators for risk teams.

Alerting Layer

Trigger operational alerts when scorecard deviations, thresholds or anomalies are detected.

Governance & Audit

Maintain transparency over scorecard use, model outcomes and operating decisions.

How It Works

From data to decision

A governed analytics lifecycle designed for financial institutions.

01

Ingest

Connect onboarding, transaction, collections and portfolio data securely.

02

Model

Configure and govern scorecards, deviation tracking and portfolio risk models.

03

Score

Generate credit, fraud, repayment-propensity and portfolio risk signals.

04

Decide

Embed signals in underwriting and collections case-allocation workflows.

05

Learn

Monitor deviations, portfolio risk and scorecard performance consistently.

Business Benefits

Outcomes for financial institutions

Faster Decisions

Embed scorecard outputs directly into underwriting and case-allocation decisions.

Stronger Risk Control

Monitor credit, fraud, roll-rate and Value at Risk signals across portfolios.

Better Customer Outcomes

Apply customer behaviour and repayment-propensity signals consistently across journeys.

Institutional Confidence

Bring model governance, deviation tracking and risk visibility into one controlled layer.

Industries Served

Built for institutional scale

Banks

Credit, risk and fraud teams improving decision quality with AI analytics.

NBFCs

High-volume lenders scaling scoring and collections intelligence.

Wealth Firms

Advisory organizations seeking deeper portfolio and client insight.

Insurance Companies

Insurers applying analytics to risk selection and operations.

FAQ

Analytics Solutions FAQs

Common questions about Analytics Solutions for enterprise evaluation teams.

Analytics Solutions is Ebix Fintech’s intelligence solution for predictive risk scoring, fraud detection, portfolio insights and decision automation, powered by AI and machine learning.
It provides model-driven risk and propensity signals that can be embedded into origination, servicing and collections workflows.
Yes. Institutions use analytics for fraud pattern detection and payment propensity prioritization in recovery operations.
Yes. The platform approach emphasizes configurable models, monitoring and audit-ready decision transparency.
Yes. Analytics Solutions complements Retail Loan Origination, Loan Management System, Debt Recovery and digital transformation initiatives.
Request a demo and share your use cases across risk, fraud, portfolio or collections intelligence.

See Analytics Solutions in Action

See how embedded analytics can strengthen risk, fraud, collections and portfolio decisions.