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Author

Shammi Thakur

Shammi Thakur is Research Director at MarkNtel Advisors where he leads market research and industry analysis across global sectors. His work focuses on data-driven insights into emerging technologies, industry dynamics, and evolving business environments.




Guest Post  / Use Cases
2,000 Machines, 20 Billion Data Points: Where IIoT Architecture Gets Difficult
Shammi Thakur Posted On 13th September 2026

IIoT Datapoints Blueprint

Hyundai Motor India’s documented IIoT deployment connects more than 2,000 critical machines across seven shops and generates 20 billion data points a year. At that scale, connectivity is the easy part. The harder questions are contextualisation, protocol layering, edge processing, retention policy and latency.


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