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How Parametric Insurance Can Rebuild Climate Resilience in India

When Rain Falls, Relief Should Too

Each time the monsoon turns fierce, India witnesses a familiar scene: flooded streets, shuttered shops, stranded farmers, and small businesses watching years of effort wash away overnight. What follows is an equally familiar story of delay. Weeks turn into months as people wait for insurance payouts that are meant to restore their livelihoods, often caught in a maze of paperwork and verification.

In a world where climate shocks are becoming more frequent and severe, our response systems must evolve. Insurance needs to move at the same speed as disaster. Parametric insurance offers that possibility.

Unlike traditional insurance, which depends on time-consuming surveys and loss assessments, parametric insurance is data-driven. It uses pre-defined parameters — such as rainfall, temperature, or river levels- to automatically trigger payouts when thresholds are breached. For instance, if rainfall in a district crosses 250 mm within 48 hours or a river rises above a certain level, compensation is released instantly. There are no forms, no inspections, no disputes, just timely relief when it’s needed most.

This approach holds enormous promise for India’s most vulnerable communities. Small shopkeepers whose stock is damaged in a sudden flood, farmers whose crops are lost to unseasonal rain, and gig workers whose income vanishes during heatwaves, for them, speed of response determines survival. Quick access to funds can mean the difference between recovery and ruin.

At Plutas.ai, climate insurance must operate in real-time. The challenge is not just awareness, but action, the ability to underwrite, issue, and settle policies instantly through technology. Our platform integrates three decades of historical weather data with live satellite feeds and AI-driven forecasts to price risk accurately and process claims at unprecedented speed. In many cases, settlements can be completed within T+1 days, providing a genuine safety net for individuals and enterprises.

This is more than a technological upgrade; it’s a fundamental shift in how insurance operates. For decades, insurance has been reactive, responding only after losses occur. Parametric models make it proactive, transforming weather data into a force for financial resilience.

And this transformation is not limited to rural India. Urban areas face their own climate challenges. Flash floods disrupt mobility, damage property, and paralyse logistics. Heatwaves endanger delivery workers and small businesses alike. Every unprotected household or enterprise adds to the nation’s economic vulnerability. The opportunity lies in extending fast, affordable, and inclusive coverage across both Bharat and India, from farmers in Vidarbha to retailers in Guwahati and cab drivers in Chennai.

Encouragingly, India’s insurance ecosystem is already moving in this direction. Progressive insurers such as Bajaj Allianz General Insurance are championing partnerships that combine innovation, transparency, and technology to deliver real impact. Together, we are proving that technology and empathy can coexist, that data can power decisions that protect lives.

As climate volatility intensifies, insurance cannot afford to remain a slow responder. The real question is how quickly we can close the gap between disaster and recovery. Parametric insurance gives us a pathway to do just that, ensuring that every drop of rain that causes loss can also trigger relief.

In a nation where the monsoon shapes both livelihoods and destinies, it is time our insurance systems kept pace with the rain.

 

About Authors:ANKUR INDRAKUSH

Ankur Indrakush is the Founder of Plutas.ai, a climate-tech innovator building financial infrastructure for the climate era. With 15 years of experience at JPMorgan Chase, Wells Fargo, and IDFC FIRST Bank, he combines deep-tech insight and financial expertise to develop AI-driven tools for climate risk, ESG compliance, and sustainable resilience.

ANUPAM SHREY

Anupam Shrey, Co-founder of Plutas.ai and Founder of DigiSafe Insurance Broking, is redefining insurance for India’s climate era. With over a decade in the industry, he’s pioneering AI-driven parametric solutions and rural PoSP networks to make insurance faster, accessible, and resilient for underserved and gig-economy communities.

 

SUMAN ROYCHOUDHURY

Suman Roychoudhury, Co-founder of Plutas.ai and Founder of DigiSafe Insurance, is redefining financial resilience through technology-driven insurance. With two decades in the industry, he’s building India’s first rural PoSP network and AI-powered parametric solutions to protect farmers, gig workers, and small businesses from the growing risks of climate change.

New Relic Integrates AI with GitHub to Enhance Developer Productivity

New Relic, a leading observability and application performance platform, has introduced agentic AI integrations with GitHub Copilot aimed at transforming developer workflows. The new integration allows developers to automatically detect code issues, generate fixes, and validate changes in real time, thereby significantly improving productivity and application reliability. This initiative highlights the growing trend of combining AI with software development tools to streamline processes and reduce human error.

By leveraging AI-driven capabilities, New Relic enables developers to focus on higher-value tasks while routine code quality checks are automated. The system can flag potential bugs, suggest corrective actions, and verify the integrity of updates before deployment. According to company representatives, the integration is designed to seamlessly fit into existing GitHub workflows, ensuring minimal disruption for development teams.

The agentic AI integration also enhances security by automatically identifying vulnerabilities in code and suggesting remediation steps. This proactive approach aims to reduce the incidence of security breaches and ensure that software meets compliance standards before release. Organizations adopting this technology can expect faster deployment cycles, improved code quality, and reduced downtime due to early issue detection.

Industry analysts view this move as part of a broader effort to integrate AI into the software development lifecycle, enabling companies to accelerate innovation without compromising quality. By combining the collaborative coding features of GitHub with New Relic’s AI observability, the platform provides a comprehensive solution for modern software engineering challenges.

This collaboration underscores the importance of AI in the evolving developer ecosystem, where efficiency, accuracy, and security are paramount. As enterprises continue to scale software operations, AI-powered tools like New Relic’s integration with GitHub are expected to become indispensable for managing complex development pipelines.

Etsy Appoints Kruti Goyal as CEO Amid E‑Commerce Challenges

Etsy, the global online marketplace for handmade and vintage items, has officially announced the appointment of Kruti Goyal as its next Chief Executive Officer, effective January 1, 2026. Goyal, who currently serves as President and Chief Growth Officer at Etsy, will succeed Josh Silverman, who will transition to the role of Executive Chair. The leadership change comes at a pivotal moment for the company, as it navigates slowing gross merchandise sales and rising competition in the e‑commerce market, including new tariffs and supply chain challenges.

Kruti Goyal has been with Etsy for several years, contributing significantly to its growth strategy, operations, and expansion into new markets. In her current role as Chief Growth Officer, she has overseen initiatives to increase user engagement, expand product offerings, and optimize the platform’s global logistics network. Her experience positions her to lead Etsy through a period of transformation and strengthen its competitiveness in the increasingly crowded online marketplace.

The decision to appoint Goyal as CEO reflects Etsy’s commitment to continuity in leadership while driving strategic growth. Industry analysts note that her expertise in scaling platforms and fostering community engagement will be crucial as Etsy seeks to balance profitability with its mission to support small sellers and independent artisans worldwide.

Etsy’s transition in leadership also signals a renewed focus on innovation, particularly in integrating technology solutions to improve buyer and seller experiences. Under Goyal’s stewardship, the company is expected to pursue enhanced AI-driven recommendation systems, targeted marketing campaigns, and initiatives to streamline cross-border e-commerce.

With a blend of operational acumen and growth-oriented vision, Kruti Goyal is set to lead Etsy into its next chapter, tackling current market challenges while building a foundation for sustainable long-term expansion. The company’s stakeholders, including employees, sellers, and investors, are closely watching how this leadership transition will shape Etsy’s competitive trajectory and global footprint.

Nvidia Poised to Become the World’s First $5 Trillion Company

Nvidia Corporation is on the brink of achieving a historic milestone as it edges toward becoming the first company in the world to reach a $5 trillion market valuation. The surge in value has been powered by the global boom in artificial intelligence, with demand for Nvidia’s processors skyrocketing across data centers, cloud computing networks, and enterprise AI deployments.

The company’s growth reflects the scale of transformation underway in the AI sector. Nvidia’s chips now serve as the backbone of machine-learning infrastructure, powering large-language models, generative AI tools, and high-performance computing systems. Its partnerships with major technology firms and governments for next-generation supercomputers have further cemented its dominance.

Over the past year, Nvidia’s stock price has soared on the back of record earnings and strong forecasts for continued AI expansion. Investors view the company as the central player in the hardware layer of the AI revolution, driving productivity and efficiency across industries. Its revenues from data-center operations alone have seen exponential growth, far outpacing competitors in the semiconductor space.

However, analysts are cautious about whether such valuations can be sustained. Some market experts warn of the possibility of over-optimistic projections and a potential cooling in the tech sector if AI adoption slows. Despite these concerns, Nvidia’s strategic leadership in the AI ecosystem, its advanced chip architecture, and its early-mover advantage position it favorably for long-term influence.

Nvidia’s rise marks more than just financial success; it symbolizes the shift toward an economy where artificial intelligence defines innovation, competition, and geopolitical strategy. Whether it maintains momentum or faces a market correction, Nvidia has already reshaped how the world views computing power and the value of technological leadership.

Tags: NVIDIA

EAM Jaishankar Reaffirms Cyprus and EU as Core Priorities in India’s Foreign Policy

External Affairs Minister S. Jaishankar reaffirmed that strengthening partnerships with Cyprus and the European Union remains a central pillar of India’s foreign policy. Speaking during bilateral discussions in New Delhi, he said India is advancing the India–Cyprus Joint Action Plan 2025–29, which seeks to expand cooperation in defence, cybersecurity, maritime infrastructure, and digital innovation. The plan, he noted, symbolizes the deep and trusted friendship that has long characterized the relationship between the two nations.

Jaishankar highlighted that Cyprus plays a key role in connecting India’s outreach to the broader European region. Enhanced engagement with Nicosia, he said, supports India’s strategic objective of expanding trade, investment, and political coordination with the EU. He also emphasised that India’s growing partnership with Europe aligns with its vision of a “multipolar, rules-based global order” that values democracy, transparency, and sustainable growth.

The minister reiterated India’s commitment to conclude a comprehensive trade and investment agreement with the European Union at the earliest opportunity. He added that both sides are working toward harmonising digital policies, energy transition goals, and clean technology collaborations, which would help stabilise global supply chains and open new opportunities for innovation.

Jaishankar underlined that India’s renewed focus on Cyprus and the EU represents more than a diplomatic gesture—it is part of a broader foreign policy realignment designed to enhance connectivity between Asia and Europe. By building stronger partnerships with European democracies, India aims to deepen economic interdependence, reinforce security cooperation, and promote shared global interests over the next decade.

PM Modi Highlights 25-Year Vision for India’s Blue Economy at Maritime Leaders Conclave

Prime Minister Narendra Modi addressed the Maritime Leaders Conclave in Mumbai, outlining India’s long-term strategy to develop a robust blue economy and establish the nation as a global maritime hub over the next 25 years. Emphasising the oceans as vital to India’s economic and strategic future, Modi described the maritime sector as the country’s “steady lighthouse” guiding growth amid global uncertainty.

The Prime Minister said India’s maritime transformation is already underway, powered by port-led development, digital shipping systems, and investments in logistics and shipbuilding. He pointed out that port efficiency and surplus revenues have increased significantly in the past decade, demonstrating India’s capacity to manage large-scale maritime operations with global standards of performance.

Modi also highlighted reforms in maritime governance, noting that outdated shipping laws have been replaced to attract greater private participation and international investment. He underscored upcoming projects such as deep-water ports, modern container terminals, and the integration of green hydrogen facilities at key maritime locations as essential steps toward a cleaner and more competitive sector.

A major theme of his address was sustainability. Modi said the blue economy will not only create employment and trade opportunities but also ensure responsible management of marine resources. He stressed that growth must go hand in hand with ecological balance, technology-driven transparency, and coastal resilience.

The conclave, attended by global maritime leaders, innovators, and policy experts, reaffirmed India’s commitment to building a future-ready maritime ecosystem. Modi concluded by urging collaboration between government and industry to make India a leading maritime nation and a driving force in the global blue economy by 2047.

Elon Musk Announces Grokipedia to Surpass Wikipedia in Scale and Accuracy

Elon Musk has unveiled his newest venture, Grokipedia, an AI-driven encyclopedia developed by his company xAI. Musk claims this platform will surpass Wikipedia “by several orders of magnitude” in breadth, depth, and factual precision. Built on the Grok large language model, Grokipedia aims to become the world’s most comprehensive and unbiased digital knowledge source.

According to Musk, the current version—Grokipedia 0.1—already contains hundreds of thousands of entries generated through advanced AI systems. He asserts that the full-scale version 1.0 will outshine Wikipedia in both scale and reliability. The project’s goal is to minimize human-editor bias and automate the verification process through real-time AI fact-checking. Musk argues that existing online encyclopedias often reflect ideological preferences, while Grokipedia will deliver a “neutral, data-backed view” of global knowledge.

Industry observers note that Grokipedia draws some foundational data from Wikipedia’s open-source content but intends to rebuild and expand it using xAI’s generative capabilities. Critics, however, have raised questions about originality, citing that early samples appear close to Wikipedia’s text. Supporters counter that the Creative Commons license allows adaptation as long as credit and transformation are maintained.

Wikipedia co-founder Jimmy Wales has expressed skepticism, warning that AI-based encyclopedias risk introducing subtle factual inaccuracies without the collective human oversight that Wikipedia relies on. Still, Musk insists Grokipedia’s algorithms will self-correct errors and continuously improve as users engage with the platform.

Despite the debate, Grokipedia represents a major step toward reimagining how information is curated and consumed in the AI era. Whether it can achieve Musk’s ambitious promise of eclipsing Wikipedia remains to be seen, but it undeniably signals a new chapter in the evolution of global digital knowledge.

Microsoft CEO Satya Nadella to Visit India in December

Microsoft Chief Executive Satya Nadella is set to travel to India in December, marking his second trip to the country this year, sources say. During the visit, he plans to address two major AI-focused conferences in Bengaluru and Mumbai and hold meetings with senior government and enterprise leaders in New Delhi.

Nadella’s upcoming itinerary reflects Microsoft’s deepening commitment to India’s fast-growing tech ecosystem, especially in the fields of artificial intelligence and cloud infrastructure. Having already pledged multi-billion-dollar investments earlier this year, the company is keen to strengthen its ties with Indian stakeholders, bolster its local presence, and scale its enterprise customer base across the region.

India has emerged as a pivotal market for global tech firms, with rapid adoption of AI tools, rising demand for cloud services, and government-driven digital initiatives. Nadella’s visit comes at a time when Microsoft is leveraging its Indian talent pool—spanning tens of thousands of employees—and aligning its global operations with local priorities, including skilling, infrastructure development, and innovation partnerships.

While official confirmation from Microsoft is still pending, the trip is widely viewed as a strategic move amid increasing competition from other tech giants and growing regulatory focus on data, cloud sovereignty, and localisation in India. Analysts suggest Nadella will use the visit to firm up existing commitments, announce new collaborations, and enhance Microsoft’s role in India’s ambitious artificial intelligence agenda.

Beyond OTPs: Why Traditional KYC Is Failing the Digital Generation

And why even today’s digital tools need a smarter, AI-first evolution

It’s past midnight. Sumit, 22, a data analyst, is applying for a digital credit card. Paperless onboarding. Seamless UX. Until the screen flashes:
“KYC incomplete.”

No explanation. No guidance. Just a dead-end.
For a generation used to one-click checkouts and 10-minute deliveries, 48 hours of waiting for “an agent to call” is a deal-breaker. And this isn’t an isolated glitch; it’s a symptom of how KYC has failed to keep pace with the digital world.

Financial institutions may have shifted from paper forms to apps and OTPs, but most “digital” KYCs are still analog at heart. They rely on outdated trust signals: a selfie matched to an ID, a document upload, a one-time code. Once revolutionary, these are now digital facades on legacy processes – friction-heavy for genuine users yet easy for fraudsters to bypass.

The pandemic accelerated the move to video KYC, a step forward then but strained today. Managing agents, bandwidth, and time zones at scale is inefficient, while fraud has evolved faster. With deepfakes, synthetic identities, and rented digital footprints, deception now looks alarmingly real. Fraudsters don’t need fake PAN cards anymore – just AI tools and a webcam.

The core issue: institutions have modernized interfaces, not trust frameworks. Systems verify documents but not intent; confirm faces but miss impersonation. Mule accounts and synthetic identities slip through easily. In 2025, these aren’t anomalies – they’re mainstream fraud tactics.

Speed alone is no longer a differentiator, and security without intelligence kills experience. The challenge now: How can institutions deliver both trust and seamlessness?

The answer lies in rethinking KYC as a living trust framework, not a compliance checklist. Modern KYC must be intelligent by design – understanding context, detecting anomalies, and evolving with threats.

AI-native KYC makes this possible.

  • Passive liveness detection verifies depth and texture without user prompts.
  • Deepfake detection embedded in onboarding filters out fake faces instantly.
  • Behavioral biometrics analyzes how a user types or taps, assessing authenticity through micro-behaviors.

Beyond these, real-time risk engines can orchestrate trust dynamically – pulling identity, device, behavioral, and network data into a continuously updating trust score. This approach accelerates onboarding, reduces manual reviews, and minimizes false positives.

For users, it means faster access; for institutions, fewer fraud losses and better compliance.

KYC has long been seen as a necessary regulatory step. Today, it’s a strategic differentiator. The shift must move from static, one-time verification to systems that continuously build and reassess trust.

The key question isn’t “Can we verify this person?” but “Can we trust this person, right now?”

Trust is dynamic. It learns, adapts, and evolves – just like fraud. Moving from digital-first to AI-first isn’t a tech upgrade; it’s a mindset shift.

Because in a world of instant gratification, if your onboarding feels outdated, your users won’t wait for you to catch up.

About Author

Paritosh Desai is an experienced executive leader with a focus on developing innovative solutions for the industry.

He has 25 years of experience in heading up products, design and consulting for various industries with emphasis on data management and analytics, customer experience, organizational design, business intelligence and project execution.

Byju’s US Lenders Move NCLAT to Halt Aakash Educational Services’ Extraordinary General Meeting

In a new twist to the Byju’s-Aakash ownership dispute, US-based lender Glas Trust Company and Byju’s resolution professional have approached the National Company Law Appellate Tribunal (NCLAT) seeking to block Aakash Educational Services Ltd’s (AESL) Extraordinary General Meeting (EGM) scheduled for October 29. The petition aims to secure an interim stay on the EGM, which reportedly plans to approve a rights issue that could dilute Byju’s ownership stake in the test-prep subsidiary.

The lenders allege that the proposed rights issue was initiated without proper consent and violates the moratorium imposed under India’s insolvency framework. They argue that the move could unfairly transfer control of Aakash away from Think & Learn Pvt. Ltd., the parent company of Byju’s, which is currently undergoing insolvency proceedings.

According to sources familiar with the matter, the lenders are seeking NCLAT’s intervention to maintain the status quo until the resolution process is completed. The petition also accuses Aakash’s management of acting independently without approval from the court-appointed resolution professional.

Aakash, however, maintains that the rights issue is a legitimate step to infuse fresh capital into the company and ensure business continuity amid the ongoing financial turmoil surrounding Byju’s. The development underscores the growing tension between Byju’s lenders and its group companies, as multiple legal and financial challenges continue to threaten the once-dominant edtech firm’s restructuring efforts.

The NCLAT is expected to review the petition and decide whether to stay the EGM or allow it to proceed as scheduled. The outcome could significantly impact Byju’s hold over one of its most valuable assets and shape the next phase of its ongoing corporate restructuring.

Tags: Byju’s

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