Audit AI before you trust it
WhiteBox XAI is an AI observability and governance platform built by AgentaFlow for teams that need to understand, prove, and defend how their models behave.
AI is making more of the decisions that shape businesses, customers, and lives — yet most models remain black boxes. When a model denies a loan, flags a transaction, or drifts silently in production, teams are left guessing why.
WhiteBox XAI closes that gap. We monitor production ML and LLM systems in real time, generate human-readable explanations with SHAP and LIME, audit for bias and fairness, and automate the governance workflows that regulators and executives require.
The result is a single source of truth for how your AI behaves — observable, explainable, and accountable by design.
What we believe
Transparency first
We believe every AI decision that affects a person or a business should be explainable — not just accurate.
Evidence over assurances
Trust is earned with proof. We turn model behavior into an auditable record you can show anyone who asks.
Built for the enterprise
Compliance, security, and governance are foundational — not afterthoughts bolted on for procurement.
Our Founder
Dara Gibson, PhD h.c.
Cybersecurity Leader · Privacy Practitioner · Community Builder
LinkedIn (opens in a new tab)Dara is a proven expert in privacy, governance, and critical-infrastructure protection, dedicated to advancing transparent, explainable, and accountable AI.
Dara Gibson is a cybersecurity and privacy professional dedicated to strengthening organizational resilience and empowering teams to navigate modern threats with confidence. As founder of Cyber Ready, she helps businesses elevate their security posture through practical readiness assessments, incident-response planning, and executive-level guidance.
She holds multiple industry certifications — including Certified Data Privacy Practitioner and OneTrust Incident Response Management Expert — and brings experience across privacy operations, cyber maturity, and strategic risk communication.
A committed community advocate, Dara serves as President of InfraGard Arizona, previously led the WiCyS Phoenix Affiliate, and supports cybersecurity education and workforce development across Arizona.
At WhiteBox XAI, Dara contributes her expertise in privacy, governance, and critical-infrastructure protection to advance transparent, explainable, and accountable AI.
See what your AI has been hiding.
Request an enterprise demo and walk through real drift detection, explainability, and governance workflows.