Insights
Perspectives on Data, Analytics and AI
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Insights
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Insights
Practical thinking from the work itself: what actually moves the needle on data quality, reporting people trust, and AI that earns its place.

17 September 2026 · 13 min read ·
Explore how oil and gas data analytics and predictive analytics in oil and gas are helping companies use operational data for production, maintenance, forecasting, and better business decisions.

27 August 2026 · 9 min read ·
IT/OT convergence, not the AI model itself, is what usually blocks agentic AI and smart manufacturing efforts in industrial IoT environments from actually working, and most manufacturers are further behind on it than they realize.
A two week Data Health Check turns the general into the specific: what is actually happening in your data, and what to do about it first.