{"slug": "a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth", "title": "A practical checklist for deciding whether an AI automation project is worth building", "summary": "A developer has published a practical checklist and ROI calculator for evaluating whether an AI automation project is worth building, arguing that many such projects fail before implementation due to unclear business cases or missing human approval steps. The toolkit includes a simple formula for estimating monthly value based on runs per month, minutes saved, and loaded hourly cost, along with a diagnostic build milestone for projects with unclear payback periods. The developer offers a no-signup web version of the ROI calculator and fixed-scope async reviews to help teams create a written milestone and risk map before committing engineering time.", "body_md": "AI automation projects often fail before implementation starts. The workflow may be technically possible, but the business case is fuzzy, the handoff is unclear, or the human approval step is missing.\n\nHere is the quick filter I use before scoping one:\n\nThe failure-mode question matters most. A demo that works once is not the same as a workflow that can retry, log errors, and hand off cleanly.\n\nA simple ROI estimate:\n\n```\nmonthly value = runs per month * minutes saved per run * loaded hourly cost / 60\n```\n\nThen subtract:\n\nIf the payback period is not clear, the first milestone should be a smaller diagnostic build, not a full automation.\n\nI packaged this into a small template kit with a calculator, discovery questions, milestone clauses, and a lead qualification checklist. There is also a no-signup web version of the ROI calculator, plus fixed-scope async reviews for teams that want a written milestone/risk map before implementation:\n\nROI calculator: [https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/roi-calculator.html](https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/roi-calculator.html)\n\nWorkflow Scoping Review: [https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/automation-scoping-review.html](https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/automation-scoping-review.html)\n\nFree preview: [https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/preview.html](https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/preview.html)\n\nFull kits: [https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/](https://mindtrovertlabs-sketch.github.io/scopegrade-storefront/)\n\nTemplates only, no guaranteed savings or outcomes. The point is to make the scoping conversation more honest before anyone spends engineering time.", "url": "https://wpnews.pro/news/a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth", "canonical_source": "https://dev.to/mindtrovert_labs_4be5feba/a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth-building-32ke", "published_at": "2026-06-04 13:41:49+00:00", "updated_at": "2026-06-04 13:42:17.780686+00:00", "lang": "en", "topics": ["ai-products", "ai-tools", "ai-startups"], "entities": ["MindTrovertLabs"], "alternates": {"html": "https://wpnews.pro/news/a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth", "markdown": "https://wpnews.pro/news/a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth.md", "text": "https://wpnews.pro/news/a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth.txt", "jsonld": "https://wpnews.pro/news/a-practical-checklist-for-deciding-whether-an-ai-automation-project-is-worth.jsonld"}}