{
  "source_file": "0930",
  "source_platform": "Hashnode",
  "author": "Juan Carlos Olamendy",
  "title_listed": "How to scale your business correctly using AI",
  "keywords": "",
  "domain": "机器学习",
  "content_type": "深度技术解析",
  "is_paid_flag": "否",
  "url": "https://juancolamendy.hashnode.dev/how-to-scale-your-business-correctly-using-ai",
  "publish_date": "2025-02-14",
  "corpus_stage": "",
  "notes": "",
  "id": "75f4ba47775f",
  "collected_at": "2026-10-02T14:10:50",
  "title": "How to scale your business correctly using AI",
  "body_markdown": "How to scale your business correctly using AI\nPublished\nFebruary 14, 2025\n•\n2\nmin read\n•\nView as Markdown\nJ\nJuan Carlos Olamendy\nSenior AI Engineer | Building & Telling Stories about AI/ML Systems | Software Engineer\nMost businesses think they're using AI to scale correctly.\nBut here's the uncomfortable truth: They're just running glorified \"if-then\" workflows.\nAnd it's costing them big time and business opportunities.\nHere's why 👇\nPicture this:\nYour competitor's AI is getting smarter every day, optimizing processes, and scaling effortlessly.\nMeanwhile, your \"AI solution\" is stuck running the same static workflows it did 6 months ago.\nFrustrating, right?\nThe problem?\nYou're probably using AI automation, not AI agents.\nThink your automated email sequence that sends the same follow-up after 3 days? That's automation.\nBut what if it could learn, adapt, and improve on its own? 🤔\nAI Automation vs AI Agents\nProspect downloads your resource.\nWith AI automation:\nWe always:\nSend same email\nSame time.\nWith AI agent:\nWe should\n:\nTracks engagement\nTweaks subject lines\nAdjusts timing\nSee the difference?\n🚨 Warning:\nIf you're still using basic automation, you're leaving money on the table.\nWhile you're manually tweaking workflows ...\nYour competitors' AI agents are:\nLearning from every interaction\nMaking real-time decisions\nImproving automatically\nWe might think: “But my automation works fine!\"\nInstead, consider this: A prospect asks about pricing.\nWith automation:\nRoutes to sales rep, waits.\nWith AI Agent:\nAnalyzes sentiment, suggests personalized pricing, THEN routes to rep\nGame-changer.\nQuick reality check:\n❌ If your AI never improves on its own\n❌ If it follows the same rules endlessly\n❌ If it can't adapt to changes\nYou're not really using AI to scale. You're just automating.\nConclusion: Ready to level up?\nThe businesses that will dominate in 2025 aren't just automating - they're implementing AI agents that:\nLearn continuously\nAdapt in real-time\nMake smart decisions\nEliminate bottlenecks\nDon't let your business fall behind.\nThe gap between AI automation and AI agents isn't just technical - it's the difference between staying static and continuously improving.\nWhich side will you choose?\nPS:\nIf you like this article, share it with others ♻️\nWould help a lot ❤️\nAnd feel free to follow me for more content like this.\n#\nmachine-learning\n#\ndeep-learning\n#\nai-agents\n#\nllm",
  "metadata": {
    "title": "How to scale your business correctly using AI",
    "description": "Most businesses think they're using AI to scale correctly.\nBut here's the uncomfortable truth: They're just running glorified \"if-then\" workflows.\nAnd it's costing them big time and business opportunities.\nHere's why 👇\nPicture this: Your competitor'...",
    "keywords": null,
    "author": null,
    "og:title": "How to scale your business correctly using AI",
    "og:description": "Most businesses think they're using AI to scale correctly.\nBut here's the uncomfortable truth: They're just running glorified \"if-then\" workflows.\nAnd it's costing them big time and business opportunities.\nHere's why 👇\nPicture this: Your competitor'...",
    "og:url": "https://juancolamendy.hashnode.dev/how-to-scale-your-business-correctly-using-ai",
    "og:site_name": "Juan C Olamendy",
    "og:image": "https://cdn.hashnode.com/res/hashnode/image/upload/v1739546364547/9fa71a12-1d0a-41d3-bfdc-b2d1687ef8cd.png",
    "og:image:width": "1200",
    "og:image:height": "630",
    "og:type": "article",
    "twitter:card": "summary_large_image",
    "twitter:creator": "https://twitter.com/juancolamendy",
    "twitter:title": "How to scale your business correctly using AI",
    "twitter:description": "Most businesses think they're using AI to scale correctly.\nBut here's the uncomfortable truth: They're just running glorified \"if-then\" workflows.\nAnd it's costing them big time and business opportunities.\nHere's why 👇\nPicture this: Your competitor'...",
    "twitter:image": "https://cdn.hashnode.com/res/hashnode/image/upload/v1739546364547/9fa71a12-1d0a-41d3-bfdc-b2d1687ef8cd.png",
    "article:published_time": "2025-02-14T15:21:55.556Z",
    "article:author": "https://juancolamendy.hashnode.dev/@juancolamendy"
  },
  "paywall": {
    "listed_paid": false,
    "detected": false,
    "marker": "",
    "public_only": false,
    "policy": "付费/会员内容只保留页面公开可见部分，不绕过付费墙"
  },
  "crawl": {
    "success": true,
    "status_code": 200,
    "error": ""
  },
  "code_blocks": [],
  "images": [
    {
      "status": "ok",
      "url": "https://cdn.hashnode.com/res/hashnode/image/upload/v1739546364547/9fa71a12-1d0a-41d3-bfdc-b2d1687ef8cd.png",
      "bytes": 536986,
      "reused": true,
      "local_path": "attachments/75f4ba47775f/images/000.png",
      "src": "https://cdn.hashnode.com/res/hashnode/image/upload/v1739546364547/9fa71a12-1d0a-41d3-bfdc-b2d1687ef8cd.png",
      "alt": "How to scale your business correctly using AI",
      "downloaded": true
    }
  ],
  "audio": [],
  "videos": [],
  "links": [
    {
      "href": "https://juancolamendy.hashnode.dev/how-to-scale-your-business-correctly-using-ai.md",
      "label": "View as Markdown",
      "type": "a"
    },
    {
      "href": "https://hashnode.com/@juancolamendy",
      "label": "J",
      "type": "a"
    },
    {
      "href": "https://twitter.com/juancolamendy",
      "label": "",
      "type": "a"
    },
    {
      "href": "https://www.linkedin.com/in/juancolamendy/",
      "label": "",
      "type": "a"
    },
    {
      "href": "https://juancolamendy.hashnode.dev/tag/machine-learning",
      "label": "# machine-learning",
      "type": "a"
    },
    {
      "href": "https://juancolamendy.hashnode.dev/tag/deep-learning",
      "label": "# deep-learning",
      "type": "a"
    },
    {
      "href": "https://juancolamendy.hashnode.dev/tag/ai-agents",
      "label": "# ai-agents",
      "type": "a"
    },
    {
      "href": "https://juancolamendy.hashnode.dev/tag/llm",
      "label": "# llm",
      "type": "a"
    }
  ],
  "retry_at": "2026-10-03T08:06:22",
  "repair_version": 2,
  "repaired_at": "2026-10-14T10:50:37Z",
  "source_url": "https://juancolamendy.hashnode.dev/how-to-scale-your-business-correctly-using-ai",
  "papers": [],
  "actual_video_files": [],
  "body_chars": 2395,
  "expected_body_images": 1,
  "discovery_status": "ok",
  "delivery_status": "ok",
  "missing_reason": "",
  "raw_html": "attachments/75f4ba47775f/pages/source.html",
  "local_html": "attachments/75f4ba47775f/pages/article.html",
  "body_base_path": "attachments/75f4ba47775f/pages/",
  "body_markdown_path": "attachments/75f4ba47775f/pages/article.md"
}