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Demand Forecast

Forecasting with Confidence with Convect AI's Demand Forecast

July 21, 2025
Forecasting with Confidence with Convect AI's Demand Forecast

As a demand planner, you know the pressure: your business depends on your forecasts. When demand swings unexpectedly, you’re the first to hear about it. You need forecasts you can trust—and a way to quickly check if your models are still performing well.

That’s why we built Convect AI’s Demand Forecast App: to give you confidence in every forecast and make your planning process easier, faster, and smarter.

Here’s how it helps you:

1. See for Yourself with Built-In Backtesting

No more guessing if your forecasts are accurate. Our app includes built-in backtesting, so you can run your historical data through the models and instantly see how they would have performed.

  • Spot which models are the most reliable.
  • Re-run backtests anytime to make sure performance isn’t slipping.
  • Get peace of mind before you present forecasts to your team.
Backtesting
2. Combine Multiple Models for a Smarter Forecast

Instead of relying on a single model, you can run several models at once. Our app will:

  • Show forecasts from each individual model.
  • Create a consensus forecast by averaging them—so you get the “wisdom of the crowd.”
  • This means fewer surprises, less second-guessing, and a higher chance of catching sudden changes in demand.
Backtesting
3. Access the Best Models—Without the Technical Hassle

You don’t need a data science team to use the latest forecasting methods. Convect AI gives you:

  • Trusted classics like ARIMA and exponential smoothing.
  • Machine learning options like linear regression and decision trees.
  • Powerful deep learning models like Autoformer and N-HITS for complex seasonal patterns.
  • All in one app, ready to run—no coding required.
Backtesting
Make Confident Decisions, Every Time

With Convect AI’s Demand Forecast App, you’ll always know how your models are performing, have multiple forecasts to compare, and can plan with confidence.

Whether you’re trying to reduce stockouts, cut excess inventory, or just sleep better knowing your forecast is solid, this app is built for you.

Start forecasting with confidence today—because your business can’t wait.

Schedule a call today

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