Financial Forecasting
See your financial future with AI precision.
FinKitty uses advanced machine learning to predict your cash flow, helping you make confident business decisions.
How AI Forecasting Works
Our AI analyzes your transaction patterns to predict future cash flow with remarkable accuracy.
📊 Pattern Recognition
Our AI identifies recurring income and expense patterns from your transaction history.
- • Monthly recurring payments
- • Seasonal business trends
- • Weekly cash flow cycles
- • Customer payment patterns
🎯 Regression Analysis
Advanced polynomial regression with Fourier features captures complex business cycles.
- • Accounts for seasonality
- • Adapts to business growth
- • Learns from new data
- • Provides confidence intervals
🚀 Forecasting Features
📅 Multiple Timeframes
Get forecasts for different periods based on your needs.
- • Daily (next 7-30 days)
- • Weekly (next 12 weeks)
- • Monthly (next 12 months)
- • Yearly (next 3 years)
📈 Confidence Bands
See the range of likely outcomes, not just single predictions.
- • Best case scenario
- • Most likely outcome
- • Worst case scenario
- • Statistical confidence levels
🎛️ Scenario Adjustments
Modify forecasts based on planned changes to your business.
- • New hire impact
- • Equipment purchases
- • Marketing campaigns
- • Customer acquisition
💼 Real Business Examples
See how different businesses use our forecasting.
🛍️ Retail Shop
"FinKitty predicted our Christmas rush perfectly. We stocked up at the right time and avoided cash flow problems in January."
Seasonal Trends
+40% Dec sales predicted
Inventory Planning
£15k stock investment timed
Post-Holiday Dip
Jan cash flow protected
💻 Agency
"Forecasting showed us we could afford two new hires. Six months later, revenue is up 60% and cash flow is strong."
Hiring Decision
£8k/month impact modeled
Growth Forecast
Revenue increase predicted
Risk Assessment
Cash flow safety maintained