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AI expert at Beetrail (beetrail-group.com). We build AI into the software companies already run: CRMs, support desks, document flows and their own apps, starting with a 4-6 week pilot on real data. I write about practical AI adoption: where AI agents and automation actually pay off, what goes wrong after the demo, and how to measure AI quality in production. Happy to join discussions on AI risk, AI governance and operational risk of automation. LinkedIn: https://www.linkedin.com/company/beetrail-international-ltd/
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