{
  "id": 11590306,
  "title": "Before/after: CRM made agent-ready",
  "url": "https://urgent.news/2026/10/03/before-after-crm-made-agent-ready",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-03T03:10:40.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/usehive/beforeafter-crm-made-agent-ready-la6"
  },
  "original_language": "en",
  "account": null,
  "summary": "Let's walk through the same task twice: \"Find every enterprise deal closing this quarter and draft a follow-up for each owner.\" Before: the agent loads the CRM. It reads the pipeline page like a screenshot, guesses which column is \"Close date,\" and tries to click a filter it can't quite see. Each page of results is another full page-load of tokens. It misclicks, loses the filter, starts over. The…",
  "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."
}