Welcome to the Era of Transparent AI

Stop guessing why your models make decisions. WhiteBox AI provides real-time observability, explainability, and trust for the modern AI stack.

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The Black Box Era is Over

As AI moves into the core of your business, "it just works" isn't a good enough answer. Whether you are a Data Scientist debugging a performance drop or a Compliance Officer auditing for bias, WhiteBox AI gives you the "Why" behind every prediction.

Features Built for Trust and Scale

🔍 Explainable AI (XAI) Engine

Understand the "Why" behind every decision.

Don’t let your models be a mystery. Our engine uses industry-leading frameworks like SHAP and LIME to break down complex model logic into human-readable insights.

• Instant Clarity: Identify exactly which features—like income, age, or credit score—pushed a prediction toward a specific outcome.

• Customer Trust: Generate "customer-friendly" reports to explain loan denials or service changes in plain English.

📉 Real-Time Drift Detection

Catch model decay before it hits your bottom line.

Models don't stay perfect forever. WhiteBox AI automatically monitors your production data for Data and Concept Drift.

• Proactive Alerts: Get notified the moment your production data shifts away from your training baseline.

• Smart Analysis: Our statistical tests (like KS and PSI) tell you exactly which features are changing and when it’s time to retrain.

⚖️ Bias & Fairness Auditing

Build ethical AI you can stand behind.

Ensure your models treat every demographic group fairly. Our automated auditing tools help you maintain compliance with global regulations like the EU AI Act and GDPR.

• Metric-Driven Fairness: Track Disparate Impact, Equal Opportunity, and Demographic Parity in real-time.

• Mitigation Tools: Use our built-in strategies to rebalance data and adjust decision thresholds to eliminate hidden bias.

🤖 LLM & RAG Observability

Master your GenAI stack.

Moving from prompt to production is hard. WhiteBox AI provides specialized monitoring for Large Language Models and RAG pipelines.

• Cost & Token Tracking: Monitor spend across OpenAI, Anthropic, and self-hosted models.

• Safety & Quality: Automatically detect toxicity, PII leaks, and evaluate the relevance of your RAG retrieval quality.

🚨 Intelligent Alerting & Reporting

Stay ahead of the curve.

Configure a proactive defense for your AI. Set custom thresholds for accuracy, latency, or even custom business KPIs.

• Seamless Integration: Receive critical alerts where you already work, including Slack, Email, and PagerDuty.

• Executive-Ready Reports: Generate beautiful, automated PDF reports for stakeholders that summarize performance, drift, and compliance status.

Engineered for Seamless Integration

WhiteBox AI lives where your models do. Our lightweight SDK is designed for minimal overhead (<5%) and works with the tools you already love.

Frameworks

Scikit-learn, PyTorch, XGBoost

OpenAI, Gemini, Anthropic, HuggingFace

Environments

On-Premise & Cloud

AWS, Azure, GCP

Compliance

SOC 2, GDPR, HIPAA

On-Premise & Cloud

EU AI Act, NIST Framework

Why Industry Leaders Choose WhiteBox AI

• Build Trust: Turn the "Black Box" into a "White Box" for regulators and customers.

• Mitigate Risk: Detect model decay and algorithmic bias before they lead to reputational damage.

• Accelerate Debugging: Shorten the time to diagnose production issues from days to minutes.

Built for Compliance: Audit-Ready AI

Navigating the complex global regulatory landscape—from the EU AI Act and GDPR to the NIST AI Risk Management Framework—is one of the greatest challenges for modern enterprises. WhiteBox AI transforms compliance from a manual burden into an automated competitive advantage.

Pass Audits with Confidence

WhiteBox AI provides the rigorous documentation and technical evidence required by regulators to prove your models are safe, fair, and transparent.

• Automated Regulatory Reporting: Generate comprehensive, exportable compliance reports that meet the specific requirements of frameworks like GDPR and CCPA at the click of a button.

• Immutable Audit Trails: Maintain a permanent, time-stamped record of every model version, prediction, and system change to ensure total accountability during external reviews.

• Legal "Right to Explanation": Instantly satisfy regulatory mandates by providing clear, human-readable justifications for individual model decisions, particularly for high-risk applications like credit and healthcare.

• Continuous Bias Monitoring: Demonstrate proactive ethical oversight with weekly or monthly fairness audits that track metrics like Disparate Impact and Equalized Odds against legal standards.

• Model Risk Management (MRM): Align with banking and financial standards (such as SR 11-7) by maintaining a centralized Model Registry that tracks the entire lifecycle from staging to archive.

Industry-Specific Compliance Support

Whether you are in a highly regulated sector or preparing for upcoming legislation, WhiteBox AI provides the tools you need to stay compliant:

Industry and Regulatory Focus

How WhiteBox AI Helps:

Banking & Finance

Fair Lending (ECOA/CFPB) - Detects disparate impact in loan approvals and provides "reason codes" for denials.

Healthcare

Patient Privacy & Safety (HIPAA) - Ensures HIPAA-compliant data handling while validating clinical decision support models.

Public Sector

Transparency & Bias - Audits for hidden biases in demographic groups to ensure equitable service delivery.

Tech & SaaS 

Data Privacy (GDPR/CCPA)- Manages data retention policies and secures PII through anonymization and hashing.

Don't Just Deploy AI—Audit It

Stop scrambling during audit season. With WhiteBox AI, you are always "audit-ready," allowing you to innovate faster while staying on the right side of global regulations.

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