{
  "id": 138109,
  "title": "Beyond the Technology: AI Readiness in Regulated Laboratories",
  "url": "https://urgent.news/2026/08/04/beyond-the-technology-ai-readiness-in-regulated-laboratories",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-08-04T17:18:57.000Z",
  "source": {
    "name": "GEN Biotechnology",
    "slug": "gen-biotechnology",
    "url": "https://www.genengnews.com/topics/artificial-intelligence/beyond-the-technology-ai-readiness-in-regulated-laboratories/"
  },
  "original_language": "en",
  "account": "AI readiness within regulated laboratories extends far beyond merely updating hardware. For entities operating within such environments, it necessitates the establishment of interconnected workflows, assurance of reliable data, the role of human supervision, and the inclusion of compliance measures directly into systems as they are developed. Disconnected processes and standalone platforms can hinder the performance of AI systems, while simultaneously posing difficulties regarding governance, auditability, and adherence to regulatory standards. In a GEN podcast, an expert from LabVantage discusses with guests how regulated laboratories can establish this necessary groundwork, dismantle data silos, and prepare for the integration of AI into clinical and commercial environments. The conversation delves into the necessary technological, operational, and governance practices required to transition AI from experimental phases into practical laboratory workflows. The podcast was produced with support from The Genetic Engineering and Biotechnology News (GEN).",
  "summary": "In this GEN podcast, an expert from LabVantage explores how regulated laboratories can build this foundation, break down data silos, and prepare for AI adoption in clinical and commercial settings. The post Beyond the Technology: AI Readiness in Regulated Laboratories appeared first on GEN - Genetic Engineering and Biotechnology News .",
  "key_points": [
    "AI readiness requires interconnected workflows and reliable data",
    "Human supervision and compliance must be integrated into systems",
    "Disconnected processes hinder AI performance and regulatory adherence"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}