Jun 19, 2026
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4 minutes read
Clean data isn't the same as data your AI can reason with. Most enterprises have the first. Very few have the second....
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Alison Bruford
Ali Bruford is a Product Marketing Manager at Stibo Systems, helping businesses unlock the value of AI-ready, trusted data. With over 15 years of experience in product marketing for technical, financial and data management solutions, she specializes in translating complex technologies into clear business value. Ali brings deep expertise across public and private data, data science and enterprise data management, and now leads product marketing for AI and Platform at Stibo Systems.