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India Built the Pipes. Now It Needs Better Water Data

JalSoochak is helping strengthen rural water delivery in India by turning paper-based records into real-time data for faster monitoring and response.

Rishika Nair

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Digital monitoring system used to improve rural water delivery under India’s Jal Jeevan Mission.
Jalsoochak is a platform designed to make frontline water delivery measurable, verifiable, and useful, all the way up the system. Image credit: By Special Arrangement

>> Rural water delivery in India has expanded rapidly under the Jal Jeevan Mission. But ensuring that water actually reaches homes every day now depends on better data, real-time monitoring, and systems like JalSoochak.

India built the pipes. Now comes the harder part.

Under the Jal Jeevan Mission (JJM), more than 1.5 crore rural households have been connected to piped water supply — a number that would have been unthinkable a decade ago. But connection is not the same as service. The pipe in the ground tells you nothing about whether water came out of the tap this morning, in what quantity, or whether the source feeding it is under stress.

That gap — between infrastructure built and service delivered — is where India’s rural water systems are now being tested. And it is a gap that turns, fundamentally, on data.

Why Rural Water Delivery Depends on Better Data

Pump operators and Jal Mitras are the ones who know. They manage supply cycles, monitor pumps, and record water delivery across thousands of villages every day. But in most states, those records live in paper registers. They cannot be verified, compared across districts, or acted on quickly. By the time a problem surfaces through the usual channels, it has often been festering for weeks. Engineers and administrators are left reconciling inconsistent figures instead of responding to the thing that actually went wrong.

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Arghyam, a Bengaluru-based philanthropic organisation founded by Rohini Nilekani, has been working on this problem. In partnership with Assam’s Public Health Engineering Department (PHED), it developed JalSoochak (Water indicator) — a platform designed to make frontline water delivery measurable, verifiable, and useful, all the way up the system.

How JalSoochak Is Transforming Rural Water Delivery

“Since the expansion of rural water infrastructure, understanding what is actually happening on the ground at scale has remained difficult. JalSoochak addresses this by enabling frontline workers to capture a simple image as evidence of water supply, while also giving Jal Mitras a verifiable record of their service delivery and attendance,” said Kailash Karthik, Secretary, Public Health Engineering Department, Government of Assam and Mission Director, Jal Jeevan Mission Assam.

The tool itself is straightforward. A frontline worker photographs a meter reading on their mobile phone. The image is processed using AI, the user verifies the reading, and it is logged as a daily record. What used to be a handwritten entry in a register — easily disputed, easily lost — becomes a time-stamped, verifiable data point that engineers, block-level officers, and state administrators can all see and act on.

JalSoochak platform supporting rural water delivery monitoring in Indian villages.
JalSoochak platform supporting rural water delivery monitoring in Indian villages. Image credit: By special arrangement

Accumulated over months, those daily records start to show things that no single entry would. A supply dip that recurs every fortnight. A pump whose readings are quietly declining. A source under pressure before anyone has formally flagged it. Problems get caught earlier, and the people responsible for fixing them have the evidence they need to act.

How Assam Is Digitising Rural Water Delivery

The numbers from Assam are substantial. More than 16,500 pump operators now use JalSoochak, collectively logging over 20 lakh readings. Together, those entries account for more than 37,600 million litres of water supply recorded.

Assam also made something else clear: what works in one state will not simply work everywhere. Each state has its own administrative logic, its own infrastructure, its own ways of capturing supply data. JalSoochak had to be rebuilt to absorb that variation rather than ignore it.

The platform now supports multiple modes of input — bulk flow meters, electric meter readings, pump operation duration, IoT devices, and manual entries. It works in local languages. Rather than running parallel to existing government systems, it is built to plug into them, so the data flows to where decisions are actually made, without creating extra work for anyone in the chain.

“JalSoochak is not just a technology platform. It is an attempt to strengthen service delivery to ensure that the investments made in rural water systems translate into reliable services for people. The journey from Assam to a national scale Digital Public Good has been about one core idea: making data useful for action, where it matters most,” said Deepak Gupta, Director of Digital Infrastructure and Government Partnerships, Arghyam.

JalSoochak is part of a broader effort to build a Digital Public Infrastructure for India’s water sector — a set of open, interoperable systems through which data can move across programmes and institutions, enabling governments to respond to problems where and when they actually occur, rather than when they finally show up in a report.

Crores of households now have a connection. The question that follows is simpler, and harder: is the water actually there? Getting a reliable answer to that question, consistently, across every village and every state, is what the next phase of rural water delivery will depend on.

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Climate

The Climate World Cup? How Climate Change Could Affect Player Performance at the 2026 World Cup

Climate change and the 2026 FIFA World Cup could affect 97 matches, increasing heat risks for players, altering performance and raising safety concerns.

Dipin Damodharan

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Climate change and the 2026 FIFA World Cup could expose players and fans to higher temperatures during matches across North America.
Climate change and the 2026 FIFA World Cup could expose players and fans to higher temperatures during matches across North America. Image credit: Jason Charters /Unsplash

Climate change and the 2026 FIFA World Cup are on a collision course, with new research suggesting that rising temperatures could affect player performance, match intensity and fan safety in nearly every game of football’s biggest tournament.

When football fans tune in to the 2026 FIFA World Cup on June 11, they will be watching more than a battle between the world’s best teams. They may also be witnessing a new reality for global sport: a tournament increasingly shaped by climate change.

A new analysis by Climate Central suggests that rising global temperatures are making it more likely that players will compete in conditions known to affect performance during much of the tournament. The findings raise questions not only about athlete safety but also about how the game itself may evolve in a warming world.

The 2026 FIFA World Cup, scheduled from June 11 to July 19, 2026, will be the largest in the tournament’s history, featuring 48 teams and 104 matches across venues in the United States, Canada and Mexico. But according to Climate Central’s analysis, 97 of those 104 matches now face a higher likelihood of experiencing temperatures above 28°C, a threshold associated with reduced football performance.

Researchers found that nearly half the matches have at least a 50 per cent chance of being played in conditions that can impair performance. In several cases, climate change has increased those odds substantially. One of the most affected fixtures is the June 26 match between Uruguay and Spain in Guadalajara, where the probability of performance-affecting heat has increased by 37 percentage points because of climate change.

Climate Change and the 2026 FIFA World Cup Could Alter the Game

For decades, discussions about climate change and sport focused primarily on scheduling disruptions, extreme weather events or damaged infrastructure. The new analysis points to something more fundamental: the possibility that rising temperatures may influence what happens on the pitch itself.

Research cited by Climate Central shows that temperatures above 28°C can reduce sprint frequency, decrease the total distance players cover and slow recovery times. In a sport where margins are often measured in seconds and centimetres, even small declines in physical performance can influence tactics, intensity and match outcomes.

Professor Mike Tipton of the University of Portsmouth’s Extreme Environments Laboratory said the effects of heat extend beyond discomfort.

“Playing in temperatures above 28°C changes the game – affecting tactics, tempo and overall quality. We see reduced intensity, less sprinting and potentially fewer chances being created. As temperatures climb further, the risks also increase. Prolonged exposure and dehydration can lead to heat exhaustion or even heat stroke, particularly in high-stakes matches where players are more likely to push beyond their natural limits.”

Climate change and the 2026 FIFA World Cup could affect 97 matches, increasing heat risks for players, altering performance and raising safety concerns.
As the 2026 FIFA World Cup gets underway on June 11, concerns are growing that rising temperatures could influence how the tournament is played. Image credit: Franco Monsalvo

The implications are not limited to players. Slower matches, altered tactics and more frequent cooling breaks could affect the experience for millions of spectators in stadiums and billions watching worldwide.

Climate Change and the 2026 FIFA World Cup Raise New Safety Questions

Concerns about heat are becoming increasingly common across international sport.

Athletes competing in marathons, tennis tournaments and Olympic events have already faced extreme temperatures in recent years. Football, despite its global popularity, is not immune.

Norwegian international Morten Thorsby, who is expected to play at the 2026 World Cup, argues that the conversation can no longer focus solely on performance.

“This analysis makes clear that rising temperatures are not only a serious health risk for players and fans, but they are also starting to affect the quality of the game itself. When heat impacts sprinting, recovery, and overall intensity, it changes the way football is played – and not for the better,” he said.

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Source: Climate Central

“That’s exactly why I signed the players’ letter to FIFA last week. We need to take these risks seriously and ensure that the game we love is protected, both for those on the pitch and everyone watching around the world.”

The analysis arrives as sports governing bodies face increasing pressure to adapt competitions to a changing climate. Possible responses include scheduling more matches during cooler periods of the day, increasing player protection measures and reconsidering host venue requirements.

The Future of Football in a Warming World

Climate scientists argue that what is happening to football mirrors broader changes taking place across society.

Shel Winkley, a meteorologist at Climate Central, said climate change is already reshaping many of the traditions people associate with sport.

“The World Cups of the past won’t happen again — not because the players have changed, but because the planet has. Heatwaves, unpredictable weather, and shifting seasons are rewriting the rules of the games we love,” Winkley said.

“Athletes are forced to play more cautiously, strategize differently, and abandon the risks that once made sport thrilling. Unless we stop burning fossil fuels, the future of competition won’t be about who plays best — it’ll be about who can tolerate the heat.”

For football fans, the warning is striking. Climate change is often discussed through statistics, emissions targets and policy debates. The 2026 World Cup offers a more visible illustration of its impact.

If the analysis proves accurate, the world’s biggest sporting event may become a reminder that climate change is no longer a distant environmental issue. It is increasingly becoming a factor that shapes how people work, travel, compete and even play the games they love.

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Interviews

India Industrial Growth Is Reshaping Global Economics

India’s greatest advantage is its youth—ambitious, skilled, and ready to compete globally. With the right discipline and leadership, this demographic strength can redefine the country’s future

Dipin Damodharan

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Bharat Nadkarni. Image by Dipin Damodharan/EdPublica

India industrial growth is entering a defining phase as manufacturing, infrastructure, technology and demographic advantages converge to reposition the country at the centre of global economic expansion.

From late industrialisation to emerging global leadership, India’s growth story is increasingly shaped by its ability to integrate capital, technology, and youthful ambition with a long-term national vision, says management education expert Bharat Nadkarni in a conversation with Education Publica magazine.

A Mumbai-based expert with decades of experience across multinational corporations, including the Tata Group, Nadkarni has worked extensively in leadership development, corporate strategy, and global business transformation. He continues to engage with industry and academia on India’s evolving role in the global economy, as well as emerging trends in management education.

India Industrial Growth Signals a Powerful Global Shift
Image credit: Abderrahmane Habibi/Pexels

Why India Industrial Growth Matters Now

Industrialisation began in developed countries nearly 200 years ago. India, by comparison, is a late entrant. Our industrial journey only truly gathered momentum in the last 25 to 40 years, with a more decisive acceleration in the 21st century. Today, however, India is not just catching up—it is beginning to move faster.

This late start has shaped our needs. To grow, India requires capital, advanced skills, and cutting-edge technology—resources that largely reside in developed economies. At the same time, India offers what many of these countries increasingly lack: land, labour, raw materials, and a vast untapped market.

This complementary equation presents a powerful opportunity.

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How India Industrial Growth Is Reshaping Manufacturing

India’s proposition to the world is simple yet compelling. Global organisations with access to capital, technology, and expertise should bring these into India through foreign direct investment. In return, India provides the scale, workforce, and market access necessary for growth.

Consider the example of Germany. It may not have the land, labour, or raw material resources at scale, but it possesses strong technological capabilities and capital strength. India, on the other hand, offers the physical and demographic advantages. Together, this creates a natural partnership model—one that can drive mutual growth.

This is precisely why global corporations increasingly view India not only as a major market but also as a manufacturing hub.

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From China to India: A Shift in Focus

In the 1990s and early 2000s, global attention was firmly on China. However, China’s economic model, shaped by its political system, has certain limitations in terms of openness and flexibility.

India, as a vibrant and evolving democracy, offers a different value proposition. It is open, dynamic, and increasingly business-friendly. There is a growing belief that India can contribute more to the global economy in the coming decades than China, provided it addresses its internal challenges.

The potential is undeniable. What is needed is greater discipline and execution.

The Power of India’s Youth

One of India’s greatest strengths lies in its young population. Today’s Indian youth are talented, ambitious, and globally aware. They aspire to build meaningful careers and compete on the world stage.

This demographic advantage positions India uniquely. While many Western nations face ageing populations, India is becoming a young, energetic economy ready to take on the future.

India Industrial Growth and the China Plus One Shift
Image credit: Arian Fernandez/Pexels

The Missing Link: Political Maturity

While corporate India has demonstrated remarkable progress, political maturity remains a critical factor in determining the pace of national development.

India needs leadership that is not just focused on the present, but deeply invested in the future. Visionary politics—driven by long-term thinking and strategic clarity—can significantly accelerate economic growth.

Encouragingly, there are emerging leaders who embody this vision. If nurtured, they can help bridge the gap between political intent and economic execution.

Corporate India Goes Global

Indian companies are no longer confined to domestic markets. There is a clear shift towards global ambition.

The Tata Group offers a compelling example. Tata Steel’s acquisition of Corus positioned it among the world’s leading steel producers. Tata Motors’ acquisition of Jaguar Land Rover demonstrated India’s ability to own and grow global brands. Tata Consultancy Services operates across continents, reinforcing India’s strength in IT services.

This trend extends beyond one group. Larsen & Toubro, Gammon India, and several others are expanding internationally. In the FMCG sector, companies like Hindustan Unilever, Godrej, Marico, ITC, and Dabur are strengthening their presence, while global players such as Nestlé and Procter & Gamble continue to invest in India.

Indian enterprise is no longer inward-looking—it is global in aspiration and execution.

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The Global Fulcrum is Shifting

Over the next 50 years, the balance of economic power is likely to shift from the West to Asia.

There was a time when global conversations revolved around cities like New York, London, and Paris. Today, the narrative is changing. Cities like Singapore, Dubai, and Mumbai are becoming central to global business and economic activity.

The energy, the momentum, and the opportunity are increasingly concentrated here.

A Young Nation Ready to Lead

Much of the Western world is transitioning into an ageing phase, while India is entering its prime. It is a young country, full of possibility, ready to move forward.

The real action is no longer confined to traditional power centres. It is unfolding in emerging economies, and India is at the heart of this transformation.

The path ahead is clear. With the right mix of global collaboration, internal discipline, and visionary leadership, India has the potential not just to participate in the global economy—but to lead it.

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Society

How a South Indian Startup Is Reimagining Agriculture From the Sky

From flood-ravaged fields in Kerala to precision farming systems powered by drones, Fuselage Innovations is rethinking agriculture through data, efficiency, and real-time intelligence.

Rishika Nair

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How Drone Technology In Agriculture Is Helping a South Indian Startup Reimagine farming
Image credits: Fuselage Innovations

Drone technology in agriculture is rapidly changing how farmers monitor crops, manage resources and improve productivity. A South Indian startup is now using aerial innovation and precision farming tools to reshape agriculture from the sky

In 2018, catastrophic floods swept across South Indian state of Kerala, submerging farmland and leaving behind more than visible damage. When the waters receded, they revealed a deeper crisis—soil chemistry had changed, salinity had increased, and farming systems that had sustained communities for generations no longer behaved the same way.

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For many farmers, the land had become unfamiliar.

For Devan Chandrasekharan, an aeronautical engineer with roots in farming, this moment marked a turning point.

“That moment made it clear that agriculture needed more than incremental change,” he says. “It needed a different way of understanding what’s happening in the field.”

Today, as co-founder of Fuselage Innovations, a Kerala-headquartered agritech company with operations expanding across southern India and early international pilots, Devan is part of a new wave of innovators rethinking agriculture through technology.

Drone technology in agriculture being used above farmland for crop monitoring and precision spraying in modern farming.
Image credits: Fuselage Innovations

Drone Technology in Agriculture: From Fields to Flight Paths

Modern agriculture is increasingly shaped by data. But while satellite systems offer scale, they often lack immediacy. Cloud cover, delays, and low resolution limit their usefulness in time-sensitive decisions.

“In farming, timing is everything,” Devan notes. “If you cannot act at the right moment, even the best data loses its value.”

Fuselage Innovations addresses this gap using drones equipped with multispectral sensors, capable of capturing real-time, high-resolution data directly from the field. These systems detect early signs of stress—nutrient deficiencies, pest risks, or water imbalances—long before they become visible.

Farming as a Predictive System

The company’s approach goes beyond aerial imaging. It is built around a stage-wise model that tracks crop growth from early development to harvest, linking each phase to targeted interventions.

This transforms farming from a reactive process into a predictive one.

“Instead of responding to visible damage, we can identify stress signals early and intervene precisely,” Devan says. “That changes the entire economics of farming.”

The results are significant. Field applications have shown yield increases of up to 35 percent, alongside a reduction of nearly 50 percent in pesticide and fertiliser use. Precision spraying has also cut input volumes dramatically—from 150–200 litres per acre to just 10–15 litres—reducing both costs and environmental impact.

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Scaling Beyond Boundaries

While the company’s early work was rooted in Kerala, its reach has expanded into Tamil Nadu and other parts of India, with pilot projects now extending to international markets such as Canada.

“Farming challenges may vary across regions, but the need for efficiency, sustainability, and better decision-making is universal,” Devan says.

Yet adoption remains a challenge. Farming is inherently risk-sensitive, and new technologies are often met with caution. To address this, the company initially offered its services free of cost, allowing farmers to see results before committing.

“Trust is the biggest barrier,” Devan says. “Farmers need to see the impact on their own fields before they adopt something new.”

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Devika Chandrasekharan, Devan Chandrasekharan

The Future from Above

As climate pressures intensify and resource constraints deepen, agriculture is entering a new phase—one where data and precision will define productivity.

“Technology alone cannot solve agriculture,” Devan emphasises. “But when it is aligned with the realities of farmers and ecosystems, it can become a powerful tool for transformation.”

What began in the aftermath of a flood has now evolved into a model for the future—where farming is not just guided by tradition, but informed by intelligence.

Because the future of agriculture may not lie only in the soil—but in how we see it from above.

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