Inferdat, a generative AI startup led by former Amazon Web Services engineers, emerged from stealth on July 14, 2026, as an AWS Advanced Tier Partner, launching three products to close the gap between AI proof of concept and production. The company was built to address four root causes of stalled GenAI initiatives: poor data quality, inadequate risk controls, escalating costs, and unclear business value. Its three products cover the full production lifecycle: ProdWorks™, a 4-stage accelerated deployment process that gets GenAI systems to production up to four times faster than the industry average with built-in security, governance, observability, and cost controls; ABI™, a white-label, embeddable AI analytics and agent platform that deploys inside a customer's own AWS infrastructure, allowing any employee to query business data in plain English and receive interactive dashboards in real time; and Advance, a managed GenAI operations program powered by the Observe platform, providing continuous quality monitoring, drift detection, prompt degradation alerts, cost optimization, and operational reliability. Inferdat has already worked with a range of customers across industries during its stealth period, validating each product line in real production environments.