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AI with Integrity – Part 2:  From Predictive to Prescriptive – Leveraging AI Without Sacrificing Governance

AI with Integrity – Part 2: From Predictive to Prescriptive – Leveraging AI Without Sacrificing Governance

Artificial Intelligence is no longer just predicting what might happen; it’s starting to decide what will happen. This leap from predictive AI (which forecasts outcomes) to prescriptive AI (which recommends and triggers actions) is transforming industries.

Banks are freezing accounts before fraud occurs. Logistics systems reroute shipments in real time. HR tools shortlist or reject candidates without human review. These capabilities promise speed and efficiency, but they also introduce new governance and legal risks that organizations can’t afford to overlook.

At LCG Discovery & Governance, we’ve seen both the value and the vulnerabilities of prescriptive AI. The difference between innovation and liability often comes down to whether AI is deployed inside a governance-first framework.

AI with Integrity – Part 1:  The Legal Implications of Machine-Generated Intelligence

AI with Integrity – Part 1: The Legal Implications of Machine-Generated Intelligence

Artificial Intelligence (AI) is rapidly reshaping how organizations generate, process, and use information. Content such as automatically summarized documents, predictive analytics outputs, and generative AI artifacts (e.g., images, reports, transcripts) can, and increasingly do, serve as evidence in legal proceedings.

But this introduces a fundamental question: Can machine-generated outputs be trusted as evidence, and more importantly, are they legally defensible?

At LCG Discovery & Governance, we advise that while AI offers remarkable insight and efficiency, its outputs must satisfy rigorous legal conditions, namely authentication, chain of custody, reliability, bias mitigation, and expert scrutiny, before being admitted in court.

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