Why White Box AI?

White Box AI is more than just a monitoring tool; it is a comprehensive Governance and Observability framework designed to provide the deep, real-time insights necessary to trust and scale production AI applications.

A Governance-First Framework, Powered by Software

Enterprise AI success requires moving beyond simple performance metrics to a holistic understanding of why models make specific decisions.

• The Framework Advantage: White Box AI provides a structured methodology for AI governance, combining industry best practices with automated observability.

• Real-Time Observability: Our platform continuously monitors for performance degradation, data drift, and concept drift, providing a proactive defense against model decay.

• Total Accountability: By revealing the internal logic of "black-box" models, we help organizations ensure their AI systems remain fair, transparent, and aligned with internal policies.

Flexible Deployment to Meet Your Data Requirements

We understand that enterprise data is sensitive and subject to strict residency requirements. White Box AI offers a flexible deployment architecture to fit your specific security posture.

• Cloud (SaaS): A managed, primary offering for rapid deployment and ease of use.

• Self-Hosted (On-Premise): Available for enterprise plans, allowing you to maintain full control over your data within your own infrastructure.

• Hybrid Model: A cloud control plane paired with on-premise data processing to satisfy local data residency and privacy mandates.

Deep Industry & Technical Expertise

When you choose White Box AI, you are partnering with an experienced team that understands the intersection of data science, DevOps, and regulatory compliance.

• Expert Practitioners: Our team consists of seasoned ML engineers and data scientists who have built and scaled models in high-stakes environments.

• Consultative Approach: We are not just a software vendor; we serve as a strategic thought partner, helping you navigate the complexities of global AI regulations like the EU AI Act and GDPR.

• Partner Ecosystem: We collaborate with Global Systems Integrators (SIs) and boutique consulting firms to provide domain-specific expertise in finance, healthcare, and government.

Comprehensive Regulatory Alignment

We help your enterprise navigate a shifting regulatory landscape by providing the "Right to Explanation" and the audit trails required by law.

• EU AI Act & NIST Readiness: Our platform aligns with the highest standards of AI risk management, promoting validity, safety, and security throughout the AI lifecycle.

• Continuous Bias Auditing: We provide automated tools to detect and mitigate algorithmic bias, ensuring your AI systems treat every demographic group fairly.

• Audit-Ready Documentation: Generate immutable records and standardized reports at the click of a button to satisfy external auditors and internal compliance officers.

Enterprise Compliance Assurance

White Box AI is designed for organizations that require the highest levels of security, scalability, and regulatory oversight. Our Enterprise model moves beyond simple software licensing to provide a dedicated Governance and Observability framework tailored to your unique infrastructure and data residency needs.

Enterprise Pricing Model

We provide transparent, value-based pricing that scales with your AI maturity. Unlike standard tiers, the Enterprise plan is customized based on your specific deployment architecture and volume requirements.

• Unlimited Scale: Support for unlimited models and prediction logging with custom data retention policies to meet long-term audit requirements.

• Flexible Licensing: Options for fixed-fee enterprise licensing or hybrid models that combine predictable base subscriptions with usage-based scaling for heavy consumption.

• Cost Management: Built-in budget alerts and hard limits for LLM costs to prevent unpredictable overruns across departments.

• Strategic ROI: Value-based pricing models that align our costs with the business impact delivered by your AI initiatives.

Flexible Deployment & Data Sovereignty

To meet strict enterprise data requirements, we offer multiple deployment pathways that ensure your data never leaves your controlled environment.

• Private Cloud & On-Premise: Full platform deployment within your VPC (AWS, Azure, GCP) or physical data center for maximum security.

• Hybrid Architecture: Maintain a cloud-based control plane for monitoring while keeping sensitive data processing localized to your on-premise nodes.

• Data Residency Compliance: Deploy in specific global regions (e.g., US-East, EU-West) to satisfy local data residency laws and GDPR requirements.

• Security Hardening: Enterprise-ready security including SSO (SAML 2.0), Role-Based Access Control (RBAC), and immutable audit logs for every system action.

The Governance & Observability Framework

White Box AI provides a holistic framework that integrates software monitoring with institutional governance.

• Standardized Guardrails: Implement enterprise-wide policies for toxicity, PII detection, and bias thresholds that apply to every model in your registry.

• Audit-Ready Infrastructure: Automatically generate technical documentation and evidence required for the EU AI Act, NIST AI RMF, and industry-specific audits.

• Cross-Functional Collaboration: A unified platform that brings together Data Science, DevOps, Legal, and Compliance teams under a single source of truth.