The Floor Test

A student graduate from an engineering college in Hosur is surrounded by automotive plants, electronics manufacturers and hundreds of component suppliers. Another completes a diploma in Coimbatore, one of India’s leading engineering hubs. A third studies textiles in Tiruppur, where factories produce goods for export. Each has spent years learning the theory. But how many would have stepped onto a factory floor before graduation?

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This distance between the classrooms and factory floors is an opportunity Tamil Nadu cannot afford to overlook. The state has spent decades building an industrial economy spanning automobiles, electronics, engineering, textiles, leather and renewable energy. Yet, the success of these industries depends on something less visible than factories or investment figures, people! They have the skills to keep these factories productive, competitive and ready for change.

A large manufacturer may be introducing automated systems. A smaller supplier may be struggling to find technicians who understand quality control. Both need skilled people. This is where educational institutions around industrial clusters could play a much larger role. Rather than engaging with employers only during placement season, colleges could build a continuing understanding of the businesses and technologies shaping their local economies.

AI transition makes this more urgent
The relationship becomes even more important as artificial intelligence and automation change the nature of work. An October 2026 white paper by the Centre for Finance and Economics Research at The Great Lakes Institute of Management, Chennai, titled (AI, Automation and India’s Workforce: Who Gains, Who’s Exposed, and How Policy Can Shape the Future) highlights the scale of this transition. The report estimates that 10.7 per cent of employment in Tamil Nadu is in occupations where AI could complement workers and improve productivity, compared with 7.6 per cent nationally. At the same time, 12.9 per cent of employment in the state faces substitution pressure from AI and automation, against 11.4 per cent nationally.

These figures do not mean that all the jobs concerned will disappear. They point to a more immediate challenge where workers need to adapt as technology changes the tasks they perform. An automotive technician may need to interpret data from automated quality checks. A textile professional may need to understand digital production planning and forecasting. Neither colleges can be expected to anticipate every change in isolation. Nor can companies assume that graduates will arrive fully prepared for technologies they have never encountered.

A closer partnership could help bridge this gap. Employers could share the problems they are trying to solve and the skills they increasingly need. Faculty members could translate those insights into practical assignments, projects and laboratory exercises. The objective is not to turn every student into an AI specialist but ensure that graduates understand how technology is changing every field.

One college, one industry, one shared skill
On ground, a company could identify three or four competencies that new recruits often lack or take too long to acquire. A nearby college could then explore how these skills might be incorporated into existing courses and practical assignments while students can be exposed to industrial scenarios based on their year of study. Companies could nominate engineers as mentors, offer supervised visits and share practical assignments, while colleges align these activities with academic learning and assess demonstrable skills alongside examinations. Smaller manufacturers, too, must be part of this effort.

This will also allow faculty members gain industry exposure, while industry professionals can contribute to teaching. Germany’s dual vocational training system offers a useful principle: classroom instruction and workplace experience can reinforce each other. Tamil Nadu need not replicate the model wholesale. Instead, industry clusters and educational institutions could adapt its underlying approach.After a year, the partners could ask a few straightforward questions. Have students developed useful competencies and better prepared for employment? Have colleges been able to refresh based on the current industry standards? A handful of pilot partnerships across different industrial clusters could offer valuable lessons before the approach is expanded.

Tamil Nadu has built the factories that power its economy. The next opportunity is to make those factories partners in preparing the people who will power its future.

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