📌 Forecasting You Can Trust

Cut Forecast Errors by 50% — and Make Cash Flow Predictable

Running a business means making tough calls every day — when to invest, how much to stock, when to hire. But if your forecasts are off, even by a little, the ripple effects hit cash flow, operations, and confidence.

That’s why we built CashFlow4Cast — an advanced forecasting service powered by machine learning, built to give you clarity when you need it most.

Time Series Forecast - Store 15 ML Forecast - Store 15

📉 Consistent Results Across Every Store

We tested our ML model on over 20 locations, each with different challenges — and in every case, it cut forecast errors by 50% or more. Compared to Excel-style forecasts, our predictions are more accurate, more responsive, and more reliable.

Model MAE ($) MAPE (%) RMSE ($)
Excel 2,663 24.25% 3,321
Machine Learning 1,057 9.79% 1,279

📌 MAE = Avg. error in dollars | MAPE = % error | RMSE = Penalizes big misses

⚙️ How It Works

Unlike Excel and QuickBooks, which rely on basic time series models, we use machine learning trained on:

  • 📅 Sales history by date, store, and category
  • 📈 Promotions, holidays, day-of-week effects
  • 🌍 Real-world economic indicators (e.g. consumer confidence, interest rates)

This lets us anticipate real shifts in demand — not just repeat the past.

🔍 Why Most Forecasts Fail — and Ours Don’t

📊 Forecasting Method

❌ Excel: Averages the past — assumes tomorrow looks like yesterday.

✅ CashFlow4Cast: Learns patterns in your data using machine learning — even when things shift.

📦 Data Used

❌ Excel: Only uses past sales — ignores outside forces.

✅ CashFlow4Cast: Combines your sales, promotions, and economic indicators — so you see what’s coming.

🔍 Pattern Detection

❌ Excel: Manually tuned and outdated.

✅ CashFlow4Cast: Automatically finds trends and turning points you might miss.

🧩 Forecast Detail

❌ Excel: One-size-fits-all — typically at store level only.

✅ CashFlow4Cast: Forecasts by product, region, or category — all in one model.

🔁 Adaptability

❌ Excel: Stays static — needs constant babysitting.

✅ CashFlow4Cast: Retrains with fresh data — so your forecast improves automatically.

💰 Plans & Pricing

We offer flexible plans to fit your needs — from simple dashboards to full-service forecasting with real-time consulting.

  • $199/month – Basic: Monthly forecasts, category-level
  • $499/month – Advanced: SKU-level forecasts, promo impact, automation
  • $999/month – Premium: Daily forecasts, custom dashboard, macro integration

📬 Get In Touch

Want to see how your data performs? We'll run a head-to-head comparison for free — no strings attached.

📌 Better forecasts. Better decisions. Better business.