Analytics

Financial Insights

Turn raw transaction data into actionable financial intelligence. Automated spend categorisation, cash flow forecasting with trend analysis, and statistical anomaly detection — all visualised in a clean, shareable dashboard.

transactions.csv → insights_dashboard.pdf
AI-PoweredReal-TimeAnomaly DetectionExport Ready
< 30 sec
Analysis turnaround
95%+
Auto-classification accuracy
3 mo.
Forward forecast horizon
50K+
Transactions analysed
Why automate?

Spreadsheet analysis vs. AI-powered insights

Stop dumping transactions into Excel and manually building charts. Get answers instantly.

Manual Analysis

Export transaction data, open in Excel, and build pivot tables from scratch every time
Manually categorise hundreds of transactions by reading descriptions one at a time
Build cash flow projections using guesswork or simplistic formulas that miss trends
Scan through rows of data hoping to spot outliers and unusual patterns
Spend hours producing a single report — redo everything next month with new data
Inconsistent categorisation across different analysts and time periods

Financial Insights

Upload CSV or Excel — get a fully analysed dashboard with charts in under 30 seconds
Transactions auto-classified into 10+ spending categories using keyword intelligence
AI-powered linear regression forecasts cash flow 3 months ahead with trend detection
Statistical anomaly detection flags outliers via z-score analysis and frequency monitoring
Export or share results instantly — every analysis is saved and accessible anytime
Consistent categorisation logic applied uniformly across all your data
Capabilities

Key features

Spend Categorisation

Auto-classifies every transaction into categories like Food, Transport, Housing, Utilities, Entertainment, Shopping, Health, and more. Keyword-driven classification with 95%+ accuracy. See exactly where your money goes.

Cash Flow Forecasting

Linear regression-based forecasting projects your cash flow 3 months ahead. Monthly net cash flow trends with automatic trend detection — positive, negative, or stable — so you can act before problems arise.

Anomaly Detection

Statistical outlier detection using z-score analysis flags transactions that deviate significantly from your normal spending patterns. Also detects unusual transaction frequency — multiple expenses on a single day.

Visual Dashboard

Rich interactive charts — donut charts for category breakdown, area charts for cash flow trends, and projection cards for forward-looking balances. All rendered in real-time from your data.

Data Source Flexibility

Upload transactions as CSV or Excel files with automatic column mapping. Or send transaction data via API. Supports date, description, amount, and type columns in any naming convention.

Monthly Breakdown

Granular month-by-month view of net cash flow and running balance. Distinguish actual performance from projected months. See which months had surpluses and which were in the red.

Workflow

How it works

1

Upload Data

Upload a CSV or Excel file containing your transactions. The system automatically detects and maps columns — date, description, amount, and type.

2

AI Classifies & Computes

Every transaction is classified into spending categories. Cash flow is computed per month, linear regression projects future trends, and anomaly detection scans for outliers.

3

Review Dashboard

Explore the interactive dashboard: spend donut chart, cash flow area chart, anomaly alerts, monthly breakdown table, and trend indicators — all populated with your data.

4

Export & Act

Share insights with your team, export the monthly breakdown, or use the forward-looking projections to inform budgeting decisions and cash flow planning.

Who benefits

Built for financial decision-makers

For Finance Professionals

  • CFOs get instant visibility into spending patterns and cash flow trends without waiting for month-end reports
  • Accountants replace manual categorisation and spreadsheet analysis with automated dashboards
  • Financial analysts generate forecasts and scenario views in seconds instead of building complex Excel models
  • Treasury teams monitor cash flow projections daily and get early warning of potential shortfalls
  • Budget owners track actual vs. planned spending across categories with drill-down detail

For Organisations

  • SMEs gain enterprise-grade financial analytics without hiring a data team or buying expensive BI tools
  • Microfinance institutions analyse portfolio-wide transaction data and detect irregular patterns across branches
  • Accounting firms offer clients rich financial dashboards as a value-add service alongside compliance work
  • Non-profits and grant-funded organisations track spending against budgets and generate donor reports
  • Startups monitor burn rate, runway, and cash flow projections in real-time for investor reporting
Applications

Common use cases

Monthly Financial Review

Upload your month's transactions and get an instant breakdown of spending by category, cash flow performance, and anomaly flags — ready for your monthly review meeting.

Cash Flow Monitoring

Track cash flow trends month-over-month. The forward projection model gives you early warning of potential cash shortfalls 3 months before they happen.

Spending Audit

Run anomaly detection across historical data to identify unusual transactions, potential billing errors, or spending patterns that deviate from the norm.

Budget vs. Actual Tracking

Compare actual spending categorisation against budget allocations. See which categories are over or under budget at a glance.

Fraud Indicator Screening

Use statistical anomaly detection as a first-pass fraud screen. Transactions with high z-scores are flagged for manual review — a standard audit control.

Investor Reporting

Generate clean, visual financial summaries for stakeholder presentations. Shareable dashboard views of income, expenses, cash flow trends, and projections.

Turn data into decisions.

Start with our Free plan — upload your transactions and get a full insights dashboard instantly. No credit card required.