{
  "id": 4175198,
  "title": "Presentation: Architecting the Data Layer for AI Agents: From Transactional Systems to MCP and Semantic Models",
  "url": "https://urgent.news/2026/08/29/presentation-architecting-the-data-layer-for-ai-agents-from",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-29T11:00:00.000Z",
  "source": {
    "name": "InfoQ",
    "slug": "infoq",
    "url": "https://www.infoq.com/presentations/enterprise-data-architecture-ai-agents/"
  },
  "original_language": "en",
  "account": null,
  "summary": "Fabiane Nardon shares how TOTVS prepares enterprise data for token-hungry AI agents. She discusses balancing deterministic logic and non-deterministic LLMs across precision, security, and cost. Nardon details using data mesh, low-latency database architectures, semantic ontologies, and dynamic MCP tool selection to optimize context windows and reduce token overhead in transactional systems. By…",
  "key_points": [],
  "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."
}