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  "documentTitle": "FULL VALUE. FULL STOP How to scale innovation and achieve full value with Future Systems",
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      "text": "Leaders ensure data quality, creating security measures that anticipate threats and building ethically responsible frameworks for managing data and AI. This establishes a virtuous cycle of data creation and consumption, because quality is always improving.",
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      "text": "As a result, 94% of Leaders trust that the data at their disposal is reliable enough to drive business change, compared with 64% of Laggards. Misuse of employee or customer data can result in a very costly loss of trust, and incorrect decisions borne of bad data and analytics.",
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      "text": "They don’t rely on unverified or biased data to make decisions and instead take steps such as using AI itself to detect biased algorithms. Only 40% of Laggards ensure data quality, but 90% of Leaders do. And while just 54% of Laggards continue to enrich their data, 90% of Leaders are doing so. (See Figure 10)",
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      "text": "Al must gain the trust and confidence of the people who use it to avoid the risk of adverse effects on business performance, brand reputation and regulatory compliance. Ninety-four percent of Leaders have a systematic way of managing AI in a responsible/ethical manner, compared to 49% of Laggards.",
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      "text": "Now Bonnier can scan personal data throughout the data lifecycle. It is also able to use powerful visualization of Personally Identifiable Information (PII) through Knowledge Graphs to unlock deep insights from its data landscape. These insights enable the company to develop new offerings, reduce inefficiencies and find new growth opportunities—turning a compliance-led data program into a competitive advantage.",
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      "text": "Against a tight timeline, Bonnier AB implemented an automated solution for GDPR compliance that included advanced pattern-matching and machine learning techniques to automatically discover personal data across its systems. It also brought together the company’s disparate data sources and deployed a machine-led compliance solution to help two of its key business units achieve compliance at speed and scale.",
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      "text": "Bonnier AB, a large media group with more than 180 companies, wanted to achieve full compliance with the European Union’s General Data Protection Regulation (GDPR)—a tall order, given that each of these companies managed its own IT systems.",
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      "text": "03 Recognize data as being both an asset and a liability",
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