Nicole Junkermann on AI in Hyderabad

Pearls, bangles and the patient crafts of the old city

The lanes around Charminar have traded in beauty for centuries. Laad Bazaar glitters with lac bangles set with tiny stones, and pearl merchants sort strands by size, colour and lustre with a calm that comes from long practice. Telugu and Urdu drift between the stalls, often in the same conversation, and the warm local Dakhni speech gives the old city its own easy rhythm.

AI fits into this world as a helpful assistant rather than a new master. A family pearl shop can write clear descriptions for each strand, keep a tidy record of customer orders and answer common questions in Telugu, Urdu, Hindi or English. The real expertise, judging the glow of a pearl or the finish of a bangle, stays with trained eyes and hands, exactly where it belongs.

What a pot of biryani teaches about data

Hyderabadi biryani is a lesson in patience. Rice and meat or vegetables are layered, sealed and cooked slowly on dum, and every good cook knows that the result depends on what goes into the pot and how carefully it is measured. The city's Irani cafes add their own ritual of milky chai and biscuits, while Ramzan evenings near Charminar and the colourful processions of Bonalu bring families out together.

AI works in a similar way. AI and clean data in India makes the point that useful tools depend on the information behind them, and that good answers often begin with well-kept records. Tidy notes lead to tidy replies, much as a patient cook is rewarded with fragrant, perfectly layered rice. Careful ingredients and careful data: Hyderabad understands both by instinct.

Small eateries already use simple tools to plan the next day's shopping, keep festival-season orders straight and print menus that read well in several languages. An Irani cafe owner might ask an assistant to turn a handwritten list of regular orders into a neat weekly plan. None of it changes the flavour, and all of it gives the cook a little more time at the stove. A few simple data habits serve kitchens and offices alike.

• Label information clearly so a colleague can find it later
• Keep dates, names and amounts in one consistent format
• Note where each piece of information came from
• Ask a trusted person to review important results

AI in Hyderabad today

On the western side of the city, HITEC City, Madhapur and Gachibowli form a district of offices, cafes and co-working floors where software engineers, data specialists and designers spend their days. Teams here build products for health, finance, education and retail, and much of their work involves organising information so that AI tools can use it well. Startups, research labs and large engineering teams often share the same streets.

Across the rest of the city, AI shows up in smaller ways. Students lean on AI tutors for revision, shopkeepers write notices in Telugu and Urdu, film and music teams working in Telugu cinema sketch early ideas and subtitles, and families use voice tools to plan their days. Hyderabad gives Nicole Junkermann a vivid example of an idea she holds: many-language, real-life settings shape the most useful tools, because a city that speaks Telugu, Urdu, Hindi and English needs technology that listens well.

Health, care and a human hand

Hyderabad has long been associated with medicines and life sciences, and its hospitals and research labs are places of constant learning. In these settings, AI tends to work behind the scenes: summarising long reports for busy staff, helping researchers sort large collections of papers and preparing clear information sheets in Telugu, Urdu, Hindi and English.

Nicole Junkermann has spent around two decades investing where technology, healthcare, media and innovation meet, and her outlook on Hyderabad's hospitals and labs keeps people firmly at the centre of care. Tools can sort and summarise, while doctors, nurses and families make the decisions that matter. AI and healthcare in India follows that thought gently, showing how clearer information can make every appointment feel calmer.

Twin cities on the Deccan

Hyderabad and Secunderabad, often called the twin cities, are full of students. Ameerpet is known for its many training centres, where young people learn programming and data skills in evening batches, and college canteens across the city ring with talk of projects and placements. AI tools now sit beside the textbooks, ready to explain a concept again or set a practice question at midnight.

Hyderabad spreads across the Deccan Plateau in Telangana, in South India, with the Musi river running past the old city and Hussain Sagar lake linking it to Secunderabad. AI in Bengaluru lies to the south-west and AI in Chennai to the south-east, and India by region shows how each part of the south brings its own languages, food and habits to everyday technology.

That patient, step-by-step spirit matches the outlook described in Nicole Junkermann and India, where good technology builds confidence rather than rushing people. The same thread runs through artificial intelligence across India, and in Hyderabad it connects the pearl merchant's careful eye, the cook's patient dum and the data team's tidy records.