{"product_id":"corporate-said-use-ai-ravi-vale-9798188355234","title":"Corporate Said Use AI: The Operator's Playbook for Turning a Top-Down AI Mandate Into a Rollout You Can Gate, Measure, and Defend","description":"\u003cp\u003e\u003cb\u003eIn February 2024, Klarna's new AI customer-service assistant was announced as doing the equivalent work of 700 full-time agents. Fifteen months later the company reversed course and started rehiring humans, its CEO conceding on the record, \"what you end up having is lower quality.\"\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThe trade press covered the walk-back in real time: cost, the CEO said, had been \"a too predominant evaluation factor.\" Klarna did not choose that ending, and you did not choose the mandate now landing on your floor either. Somebody two levels up signed a vendor contract, and a slide went up at the all-hands with a number on it. Corporate said use AI. Nobody asked whether the work you supervise is the kind of work these tools are any good at, and you cannot hand the mandate back. What you can change is which side of the outcome your name lands on: the one who ran it on evidence, or the one left holding a slogan somebody else paid for.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eCorporate Said Use AI\u003c\/b\u003e is the playbook for that exact seam: the supervisor who has to turn \"use AI\" into who does what, on which task, checked by whom, starting when. Most books about AI at work hand you a way of thinking. This one hands you the filled-in documents, in the order a rollout actually happens, across 17 chapters and eight appendices: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eThe readiness assessment.\u003c\/b\u003e A scored ready, conditional, or not-ready gate you run before a single license gets assigned, so a cold launch gets refused on standards-backed grounds instead of a bad feeling.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe pilot-and-measure plan.\u003c\/b\u003e Pre-registered success criteria and a real baseline, so you can tell a floor full of logins from a number that actually moved.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe human-gate map.\u003c\/b\u003e A line drawn task by task across your team's work, marking where a person must review, override, or halt what the AI produced, and naming who that person is.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe evidence-based \"not yet\" memo.\u003c\/b\u003e The document most managers never realize they are allowed to write: a defensible delay, on the record, with the evidence and the exact conditions that would make it a go.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe frontline translation guide.\u003c\/b\u003e Most published research on AI at work was run on programmers and desk workers; a dedicated appendix carries the honest translation onto retail, warehouse, food-service, and clinical floors.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eNone of it depends on a data-science team or a security function you don't have. The regional manager who recurs through the book, rolling an AI assistant across a dozen store floors, is a scenario reasoned through in the open to show each deliverable filled in, not a report of a real deployment. The reversal reel running alongside it, an airline a tribunal held liable for its chatbot's promise, a city chatbot caught telling businesses to break the law, a clinic chatbot's liability ruling still on appeal, is carried at the tier the public record supports, reported, court-ruled, or disclosed, never blurred together.\u003c\/p\u003e\u003cp\u003eThis is a volume in \u003ci\u003eThe Operator's AI Library\u003c\/i\u003e: for the supervisor handed a mandate they did not choose and must make real on a floor that still has to run today. Readers of the author's \u003ci\u003eVerifier's Library\u003c\/i\u003e will know the discipline. That shelf asks whether an output is trustworthy; this one asks whether a whole floor's rollout of one can be gated, measured, and defended.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ravi Vale\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798188355234\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/21\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 354\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.04lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.74d","brand":"Ravi Vale","offers":[{"title":"Paperback","offer_id":50665946480895,"sku":"9798188355234","price":49.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/corporate-said-use-ai-ravi-vale-9798188355234","provider":"WR Book House","version":"1.0","type":"link"}