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High demand for quality annotated data
OEM Update Magazine
|December 2025
Today, industries are asking machines to understand rather than execute, which demands high-quality, annotated data. Manish Mohta, founder of LearningSpiral.ai, feels that trends such as robotics, computer vision, and generative AI are forcing companies to depend on structured, human-validated datasets to achieve a level of trusted automation.
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How has automation evolved in your industry segment over the past few years, and what trends are driving adoption now?
In recent years, automation has evolved from merely rule-based systems to intelligent, AI-powered workflows. There is a demand for reliability, speed, and scale. Today, industries are asking machines to understand rather than execute, which demands high-quality, annotated data. Trends such as robotics, computer vision, and generative AI are forcing companies to rely on structured, human-validated datasets to achieve a level of trusted automation.
What are the most impactful automation solutions your organisation has implemented recently?
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