ANALYSIS FLOW

From Bank Statements to Credit-Ready Insights

From uploaded statements to verified transactions, financial behaviour analysis, configurable risk assessment and credit-ready reporting — in one connected workflow.

01 · Upload

Upload supported bank statements or supply data through an integrated interface.

02 · Extract

Read and structure transaction dates, descriptions, credits, debits and balances.

03 · Verify

Check statement completeness, data quality and potential inconsistencies for review.

04 · Analyse

Categorise transactions and evaluate cash flow, income patterns and obligations.

05 · Assess

Apply configurable indicators, thresholds and analytical scoring where enabled.

06 · Report

Present dashboards, transaction evidence, flags and structured analysis results.

Analytical results support credit review; exceptions and lending decisions remain subject to institutional assessment.

CAPABILITIES

A Complete Bank Statement Intelligence Toolkit

Move beyond manual statement reading with structured analysis, configurable controls and clear supporting evidence.

Statement Ingestion

Upload and consolidate bank statements across accounts and supported formats.

Transaction Extraction

Extract transaction dates, descriptions, amounts and running balances into structured records.

Transaction Categorisation

Classify income, expenses, transfers and recurring financial activities.

Cash-Flow Analysis

Analyse inflows, outflows, net cash movement and monthly cash-flow trends.

Income & Revenue Patterns

Identify recurring income, revenue stability, seasonality and irregular movements.

Balance & Liquidity Trends

Track average balances, low-balance periods and liquidity behaviour.

Debt & Repayment Signals

Identify recurring financial commitments and potential repayment obligations.

Counterparty Intelligence

Analyse transaction counterparties, concentration and related-party patterns.

Risk & Anomaly Indicators

Highlight unusual transactions, inconsistent patterns and findings requiring review.

Multi-Account Consolidation

Combine multiple accounts into a consolidated financial view.

Configurable Scoring & Rules

Apply institution-defined financial indicators, thresholds and scoring parameters.

Reports & API Outputs

Generate structured analysis, credit-ready reports and integration-ready data.

CASH-FLOW INTELLIGENCE

Understand the Behaviour Behind the Numbers

Go beyond balances and transaction totals to understand how money moves, how consistently income is received and where financial pressure may be emerging.

Moneyly

Compare monthly inflows, outflows, net cash movement and balance changes.

Yearly

Identify longer-term income stability, seasonality and changes in financial behaviour.

Risk Profiles

Surface unusual patterns, concentration risks and financial stress indicators for review.

Patterns and flags are review signals, not automatic findings of misconduct or proof of financial health.

CONFIGURABLE RISK INTELLIGENCE

Find What Needs a Closer Look

AI-assisted analysis helps surface unusual transactions, inconsistent financial patterns and potential affordability concerns — with supporting evidence for analyst review.

High-Value Transactions

Flag unusually large inflows or outflows against normal account behaviour.

Overdraft & Low Balances

Identify irregular movement, sudden spikes and unexpected cash-flow changes.

Recurring Obligations

Detect recurring repayments and financial commitments that may affect affordability.

Unusual Transaction Behaviour

Surface patterns that differ from established account activity.

Pattern-Based Intelligence

Identify trends and recurring conditions that warrant closer examination.

Evidence & Review

Link flagged findings to the relevant transactions and analysis periods.

EXPLAINABLE FINANCIAL INTELLIGENCE

Every Financial Insight.Backed by Evidence.

Move from a flagged financial pattern to the transactions, calculations and supporting records behind it. Bank-I BSA helps credit analysts understand financial findings with greater clarity, consistency and confidence.

Traceable Transaction Evidence

Connect financial findings to the relevant transactions and statement records.

Transparent Financial Calculations

Review the figures, assessment periods and calculations behind each insight.

Explainable Risk Indicators

Understand unusual patterns and financial conditions requiring closer attention.

Analyst-Controlled Review

Keep assessment and judgement with authorised credit and risk personnel.

Financial Insight DetailBank Statement Analysis · Illustrative Assessment
● Review
Cash-Flow VolatilityFinancial Pattern Flag

Significant variations in monthly net cash movement have been identified across the assessment period, including months with comparatively low net cash flow.

Assessment Period6 Months
FindingVariable Cash Flow
Review StatusAnalyst Review
Monthly Cash-Flow ComparisonIllustrative values · RM '000
120906030 JanFebMarAprMayJun
Inflows Outflows
Supporting Evidence
▥
Monthly Cash-Flow ComparisonCompare inflow and outflow movements across the assessment period.
▤
Relevant Transaction RecordsReview source transactions contributing to the identified pattern.
∑
Calculated Balance MovementsTrace financial indicators to the underlying statement figures.
Analyst Review Context
✓Compare financial patterns across the selected months.
✓Examine unusual cash-flow movements and recurring commitments.
✓Consider supporting evidence before reaching a credit assessment.
Financial Insight Trace
▤
StatementsSource records
▥
TransactionsStructured data
∑
AnalysisCash-flow patterns
!
Review FindingEvidence-linked insight
Illustrative BSA analysis and financial values · Not an actual customer assessment

INSTITUTION-CONTROLLED ANALYSIS

Your Rules. Your Thresholds. Your Review Process.

Align financial analysis with your institution’s credit policies through configurable indicators, review thresholds, controlled access and structured workflows.

Configurable Parameters

Set transaction thresholds, categorisation rules and relevant analysis parameters.

Institution Scoring

Configure score components and weightings where supported; keep scoring distinct from bureau scores.

Review Findings

Investigate flags, review underlying transactions and record credit-team interpretation.

Traceable Results

Retain source references and analysis evidence for review and audit requirements.

Controlled Access

Apply appropriate user access and data handling controls within the deployment configuration.

Governed Workflows

Provide analysis outputs to existing systems, LOS or CDE through supported integrations.

PART OF THE BANK-I PLATFORM

BSA Works Alone. It Works Better Connected.

Use BSA independently for statement intelligence or connect its results to other Bank-I capabilities.

BSA Standalone

Analyse bank statements independently and generate structured financial insights and reports.

BSA + FSA

Compare bank transaction behaviour with reported financial performance to identify discrepancies and consistency indicators.

BSA + CDE

Supply cash-flow indicators, financial metrics and risk findings to institution-defined credit decision policies.

BSA + LOS

Bring statement intelligence into loan application assessment and credit review workflows.

Products may be deployed independently or integrated through supported APIs. Cross-product analysis depends on the modules and interfaces implemented.

SEE BSA IN ACTION

Turn Bank Statements Into Explainable Credit Intelligence.

See how Bank-I BSA transforms transaction data into cash-flow insights, financial risk indicators and credit-ready reports — supported by evidence your analysts can review.

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