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Why Data Chaos Happens – and How To Fix It

Asset Management Strategy Data and AI EAM Technology Insight by Graham Drinkwater /

From duplicate records to inspection data black holes, unreliable Maximo data is costing asset-intensive industries time and trust. COSOL’s Graham Drinkwater breaks down why data chaos happens and shares practical solutions, including how the COSOL Maximo Data Portal helps you regain control with confidence.

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Staged approach to building an AI-infused organisation: Insights for leaders in asset centric industries

Asset Management Strategy Data and AI Energy, Water & Utilities Infrastructure Insight Mining by COSOL /

AI offers major potential for asset-intensive organisations, but adopting it without a clear strategy can do more harm than good. COSOL CEO Scott McGowan and IBM’s David Small outline why trust, data quality and a staged, purpose-led approach are essential for AI success. Learn why “walk before you run” is more than just a metaphor when it comes to AI in asset management.

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How Machine Learning is Transforming Asset Maintenance with Predictive Monitoring

Asset Management Strategy Data and AI EAM Technology Energy, Water & Utilities Insight Mining Transport by Adam Sharp /

In this article, Adam Sharp, Service Delivery Director and Co-Founder of Toustone, A COSOL Company, explores how machine learning is already transforming asset maintenance. While the AI spotlight is often on what’s next, he breaks down real-world ML applications delivering measurable gains today – from predictive monitoring to smarter, safer inspections.

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The AI Advantage: Optimising Maintenance Spend Without Compromising Reliability

Asset Management Strategy Data and AI Government Infrastructure Insight Transport by Craig Lefoe /

With tightening budgets and ageing infrastructure, organisations face growing pressure to reduce maintenance costs without risking reliability. This article explores how AI unlocks smarter, data-led decisions that balance performance, cost, and timing, without overhauling existing systems.

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When Is It Time To Replace? AI And Data-Driven Decision Making For Ageing Assets

Asset Management Strategy Data and AI Government Infrastructure Insight by Craig Lefoe /

Knowing when to replace ageing assets isn’t always straightforward. Relying on age or cost alone can lead to costly missteps. With AI, digital twins and data-driven insights, organisations can predict failure, plan replacements strategically, and support capital decisions with greater confidence.