AI Transparency and Explainability

Learn how our AI works, its accuracy, and the safeguards we have in place.

What AI Model Do We Use?

Amazon Chronos-2 (Public research model)

Architecture: Large Language Model fine-tuned for time series

Training set: General time series data (NOT your data)

Your data: Used ONLY for generating predictions, not to train the model

How It Works (In Plain Language)

  1. You provide up to 24 months of sales data
  2. Chronos-2 analyses patterns (trends, seasonality, anomalies)
  3. The model predicts the next 30/60/90 days
  4. We display the confidence interval (MAPE %)

Is It Accurate?

Average deviation: 15-25% (industry standard). Unforeseen external factors (market changes, external stock shortages) may increase this margin significantly

MAPE is a measure of deviation. The lower the percentage, the more closely the prediction matched your real history

Example:

Actual: 100 units

Prediction: 110 units

MAPE: 10%

We display MAPE for each prediction.

No Dark Patterns

We do NOT hide uncertainty

We DO show confidence intervals

ApisDom is a data visualisation tool, not a business manager. You decide

Predictions are EXPLAINABLE (based on your data)

Bias Testing

Model tested across more than 50 industries

Consistent MAPE across all product categories

No demographic bias (we do not see customer data)

Human Control

YOU make ALL decisions

The algorithm is a decision-support tool, not a decision maker

You can reject ANY prediction

Predictions do NOT execute orders automatically

Audit Log

Every prediction logs:

  • Input data (dates, quantities)
  • Model version
  • Confidence interval
  • Timestamp

Prediction logs are kept for 12 months for technical efficiency and are available upon request through the control panel.

Contact

Questions about our AI?

legales@apisdom.com