How It Works

From black box to full transparency

Connect a model in minutes and get continuous monitoring, human-readable explanations, and audit-ready governance out of the box.

Want the full technical walkthrough?

Read the docs for setup guides, SDK references, and API details.

Four steps take you from an unmonitored model to a fully observable, explainable, and governed AI system.

1
Connect your model
Drop the lightweight SDK into your serving environment or wire up the REST API. Register models from scikit-learn, PyTorch, TensorFlow, Hugging Face, XGBoost, and LLM providers.
2
Monitor in real time
Every prediction is logged and profiled. Statistical tests (KS, PSI, Chi-squared) surface data and concept drift the moment production behavior diverges from your baseline.
3
Explain every decision
SHAP and LIME turn opaque outputs into human-readable, feature-level explanations — so stakeholders, customers, and regulators can see exactly why a decision was made.
4
Govern & prove compliance
Bias audits, review-board approvals, and a full-text searchable decision archive map to ISO 42001, GDPR, CCPA, and the EU AI Act — audit-ready by design.

Built on standards you already trust

Watch a walkthrough of WhiteBoxXAI monitoring, explaining, and governing a model end to end.

Captions and an interactive transcript are available in the player's own controls. Watch “WhiteBoxXAI walkthrough” on YouTube (opens in a new tab) to open the transcript panel, or read the same material in the written documentation (opens in a new tab).

See how to integrate the WhiteBoxXAI Python SDK into your model serving code for monitoring and explainability.

Captions and an interactive transcript are available in the player's own controls. Watch “WhiteBoxXAI Python SDK walkthrough” on YouTube (opens in a new tab) to open the transcript panel, or read the same material in the written documentation (opens in a new tab).

From monitoring dashboards to governance workflows, see what a day with WhiteBoxXAI looks like. Click any screenshot to view it full size.

Request an enterprise demo and walk through real drift detection, explainability, and governance workflows.