{
  "id": 13509775,
  "title": "Building a Practical AI Workflow for a Small Business",
  "url": "https://urgent.news/2026/10/10/building-a-practical-ai-workflow-for-a-small-business",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-10T19:44:29.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/ai_topics/building-a-practical-ai-workflow-for-a-small-business-2hck"
  },
  "original_language": "en",
  "account": null,
  "summary": "When a business introduces an AI tool, the interesting question isn't whether the model can generate a good answer. It's whether the complete workflow produces a reliable result. A marketing team might use an LLM to draft campaign copy. An operations team might summarize incoming requests. Both use cases sound simple until context is missing, output formats change, or someone needs to verify 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."
}