https://blog.formize.com/categories/explainable-ai/Recent content in Explainable AI on Formize.com BlogHugoenhttps://blog.formize.com/explainable-ai-and-synthetic-data-governance-with-formize/Mon, 01 Jan 0001 00:00:00 +0000https://blog.formize.com/explainable-ai-and-synthetic-data-governance-with-formize/<h1 id="bridging-explainable-ai-and-synthetic-data-governance-with-formize">Bridging Explainable AI and Synthetic Data Governance with Formize</h1> <p>Artificial intelligence is moving from experimental labs into mission‑critical production environments. Two trends dominate this shift:</p> <ol> <li><strong>Synthetic data</strong> – generated to protect privacy, accelerate model training, and enrich scarce datasets.</li> <li><strong>Explainable AI (XAI)</strong> – required by regulators, auditors, and end‑users who demand to understand <em>why</em> a model makes a particular prediction.</li> </ol> <p>While both topics have mature toolsets, they are often treated as silos. Synthetic data pipelines generate data, and XAI tools explain model behavior, but there is rarely a single source of truth that ties the two together. This gap creates compliance risk, hampers auditability, and erodes stakeholder trust.</p>