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Bengaluru (India) (AFP) – Each morning Indian farmer R Murali opens an app on his phone to check if his pomegranate trees need watering, fertiliser or are at risk from pests.

"It is a routine," Murali, 51, told AFP at his farm in the southern state of Karnataka. "Like praying to God every day."

Much of India's vast agricultural economy -- employing more than 45 percent of the workforce -- remains deeply traditional, beset by problems made worse by extreme weather driven by climate change.

Murali is part of an increasing number of growers in the world's most populous nation who have adopted artificial intelligence-powered tools, which he says helps him farm "more efficiently and effectively".

"The app is the first thing I check as soon as I wake up," said Murali, whose farm is planted with sensors providing constant updates on soil moisture, nutrient levels and farm-level weather forecasts.

He says the AI system developed by tech startup Fasal, which details when and how much water, fertiliser and pesticide is needed, has slashed costs by a fifth without reducing yields.

"What we have built is a technology that allows crops to talk to their farmers," said Ananda Verma, a founder of Fasal, which serves around 12,000 farmers.

Verma, 35, who began developing the system in 2017 to understand soil moisture as a "do-it-yourself" project for his father's farm, called it a tool "to make better decisions".

But Fasal's products cost between $57 and $287 to install.

That is a high price in a country where farmers' average monthly income is $117, and where over 85 percent of farms are smaller than two hectares (five acres), according to government figures.

"We have the technology, but the availability of risk capital in India is limited," said Verma.

New Delhi says it is determined to develop homegrown and low-cost AI, with Indian Prime Minister Narendra Modi to co-host an AI summit in France opening on Monday.

Agriculture, which accounts for roughly 15 percent of India's economy, is one area ripe for its application. Farms are in dire need of investment and modernisation.

Water shortages, floods and increasingly erratic weather, as well as debt, have taken a heavy toll in an industry that employs roughly two-thirds of India's 1.4 billion population.

India is already home to over 450 agritech startups with the sector's projected valuation at $24 billion, according to a 2023 report by the government NITI Aayog think tank.

But the report also warned that a lack of digital literacy often resulted in the poor adoption of agritech solutions.

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