Crain's Detroit Business · 28 Sep, 10:00 · Technology briefing

Opinion: AI, other technology can extend lifespans of water infrastructure

A recent opinion piece in Crain's Detroit Business argues that artificial intelligence and advanced technologies can significantly prolong the operational life of water infrastructure systems.

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The briefing

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A recent opinion piece in Crain's Detroit Business argues that artificial intelligence and advanced technologies can significantly prolong the operational life of water infrastructure systems. The report suggests that integrating these digital tools allows municipalities and utility providers to monitor asset health more effectively, predict maintenance needs accurately, and optimise resource allocation. This technological shift aims to address aging infrastructure challenges without immediate, costly physical replacements, offering a sustainable approach to urban water management through enhanced data analytics and predictive capabilities.

Employer demand for Artificial Intelligence skills — indexed growth since 2019
Indicative index of skill mentions in professional job postings for the field this story moves (2019 = 1)
20191x20201.3x20211.9x20222.7x20233.9x20245.7x20258.1x202610.9x
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This development signals a critical shift for infrastructure professionals. You must now bridge traditional engineering with data science. Skills in predictive analytics, IoT sensor integration, and AI-driven asset management will rise sharply in value. Engineers and project managers who understand how to interpret AI insights for maintenance scheduling will become indispensable. If you work in public administration or utilities, prioritise upskilling in data literacy immediately. A smart professional would enrol in courses combining engineering fundamentals with artificial intelligence applications. This dual expertise positions you to lead modernisation projects, ensuring you remain relevant as the industry transitions from reactive repairs to proactive, technology-enabled lifecycle management strategies.

For this story, the fields that convert it into pay are Artificial Intelligence, Data Science, Engineering and Sustainability management — exactly the programmes matched below. The chart shows the indicative salary uplift certified professionals report in each of those fields; every one of them is a click away, from £79, finishing in as few as 20 days.

Indicative salary uplift in the fields matched to this story
Indicative ranges from published continuing-education salary studies, by field — each field is a recommended course below
Artificial Intelligence+22%Data Science+27%Engineering+24%Sustainability managem…+18%
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This briefing is based on reporting by Crain's Detroit Business on 28 Sep, 10:00. Read the original coverage →

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