{"id":988615,"date":"2026-10-04T14:00:00","date_gmt":"2026-10-04T14:00:00","guid":{"rendered":"https:\/\/croncodestudio.com\/en\/?post_type=croncode_post&p=988615"},"modified":"2026-09-08T22:58:43","modified_gmt":"2026-09-08T22:58:43","slug":"how-to-scope-an-ai-feature-that-can-fail-safe","status":"publish","type":"croncode_post","link":"https:\/\/croncodestudio.com\/en\/journal\/how-to-scope-an-ai-feature-that-can-fail-safe\/","title":{"rendered":"How to Scope an AI Feature That Can Fail Safe"},"content":{"rendered":"
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A fail-safe AI feature is one the user can still finish when the model is slow, empty, or wrong. The model is a module. The job is the product. At Croncode<\/a> we will not ship a spinner that dies in a blank sheet. This page is the scope, not the vendor pitch. Why AI is infrastructure: AI as infrastructure<\/a>. How to brief us: brief an AI studio<\/a>.<\/p>\n

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Scope an AI feature around a job, a timeout, a rule-based fallback, and a cannot-cross line. If the model is the only path, the feature cannot fail safe.<\/p>\n<\/blockquote>\n

What is the smallest fail-safe loop?<\/h2>\n
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  1. User starts a job with an object they own: garment, choice, case, journey.<\/li>\n
  2. The app tries the model with a written timeout.<\/li>\n
  3. On timeout or empty, a rule or a human-authored default still offers a next step.<\/li>\n
  4. The UI says the model failed, without blaming the user.<\/li>\n
  5. Nothing private is logged beyond the brief.<\/li>\n<\/ol>\n

    Examples: YourStyle<\/a> can still show the closet if a combination call fails. Numira<\/a> can still hold the written choice. Spylie<\/a> is not a model product. Luviport<\/a> should not invent a car when logistics is down. Catalog: what Croncode builds<\/a>.<\/p>\n

    Which lines must be in the brief?<\/h2>\n\n\n\n\n\n\n\n\n
    Line<\/th>\nWrite it as<\/th>\nFail if missing<\/th>\n<\/tr>\n<\/thead>\n
    Cannot-cross<\/td>\nNo medical, legal, or surveillance claims<\/td>\nYes<\/td>\n<\/tr>\n
    Evaluation<\/td>\nTen good, ten bad outputs you can score<\/td>\nYes for a store promise<\/td>\n<\/tr>\n
    Data class<\/td>\nOn-device vs sent, retention<\/td>\nYes. Deletion<\/a><\/td>\n<\/tr>\n
    Paywall<\/td>\nWhat is locked if the model is the paid path<\/td>\nYes. Honest paywall<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    Creep: personalization line<\/a>. Analytics: analytics without surveillance<\/a>.<\/p>\n

    When should AI stay out of version one?<\/h2>\n

    When you have no evaluation set. When a wrong answer can harm a person and you have no human gate. When the only brief is a vendor name. When the MVP is already hollow: thin MVP<\/a>. Process: fixed scope vs agile<\/a>.<\/p>\n

    Founder: Goktug Unver<\/a>. Co-founder: Yusufhan Sokur<\/a>. Shipping: Istanbul shipping<\/a>.<\/p>\n

    How do we demo a fail-safe?<\/h2>\n

    Turn the network off. Show the fallback. Then turn it on and show a good path. Sprint demo: sprint demo<\/a>. Design QA: design QA<\/a>. Crash hangs are not fail-safe: crash questions<\/a>.<\/p>\n

    What mistakes look like intelligence?<\/h2>\n