TechPulse

AI for All: Powering Inclusive Rural Transformation in India


Artificial Intelligence (AI) is no longer confined to labs or elite industries—it is steadily becoming a powerful force driving transformation across rural India. What makes India’s approach unique is its clear emphasis on inclusion. Rather than positioning AI as an exclusive, high-end technology, the country is shaping it as a public good—one that enhances access, strengthens governance, and empowers communities at the grassroots level.

At the heart of this transformation lies a broader vision: using AI to bridge gaps in agriculture, healthcare, education, employment, and governance. With rapid advances in data, connectivity, and computing power, AI has evolved from experimentation to real-world deployment. In rural India, where service delivery has traditionally faced infrastructural and logistical challenges, AI is emerging as a practical solution to improve efficiency and reach.

This people-centric philosophy is strongly reflected in national initiatives like the NITI Aayog’s National Strategy for Artificial Intelligence, also known as “AI for All.” The strategy prioritises sectors such as agriculture, healthcare, and education—areas that directly impact rural livelihoods. Instead of replacing human effort, AI is designed to support farmers, frontline health workers, teachers, and local administrators, enabling them to make better decisions with data-backed insights.

Complementing this vision is the governance framework introduced by the Ministry of Electronics and Information Technology. The India AI Governance Guidelines focus on fairness, transparency, and accountability—ensuring that AI systems do not reinforce bias or exclusion. This becomes especially important in rural settings, where digital tools increasingly influence welfare delivery and access to essential services.

One of the most visible impacts of AI is in local governance. Tools like SabhaSaar are simplifying administrative processes by automatically generating records of Gram Sabha meetings, while platforms such as eGramSwaraj and Gram Manchitra are enabling data-driven planning and monitoring at the पंचायत level. These systems are helping decentralised institutions function more efficiently, allowing local leaders to focus on outcomes rather than paperwork.

AI’s influence extends deeply into agriculture as well. Farmers are now benefiting from AI-powered advisories based on weather patterns, soil data, and pest detection systems. Government-backed platforms are offering real-time insights that help optimise sowing, irrigation, and crop protection—reducing risks and improving productivity. In parallel, initiatives supporting informal workers are leveraging AI to connect people with opportunities, skilling programmes, and social security systems.

Education and skilling are also undergoing a transformation. Digital platforms are integrating AI features to make learning more accessible and personalised, especially for students in remote areas. Programmes designed to introduce young learners to AI concepts are building a future-ready workforce, ensuring that rural youth are not left behind in the digital revolution.

A defining feature of India’s AI journey is its focus on language inclusion. Platforms like BHASHINI are breaking linguistic barriers by enabling citizens to access digital services in their native languages. With support for dozens of Indian languages and voice-based interfaces, such tools are making governance more accessible and participatory.

Adding to this ecosystem is BharatGen, a sovereign AI model built on India-centric datasets. Its multilingual and multimodal capabilities are designed to serve diverse populations, particularly in rural and tribal regions where language and literacy often limit access to technology.

State-level innovations are further strengthening this ecosystem. AI-powered chatbots and localised platforms are improving healthcare awareness, providing real-time information, and connecting communities with essential services. These initiatives demonstrate how technology, when adapted to local contexts, can significantly enhance impact.

Ultimately, AI in India is not just about technological advancement—it is about reimagining development. By embedding principles of equity, transparency, and accessibility into its AI ecosystem, India is ensuring that innovation reaches those who need it the most.

As the country moves toward its long-term vision of inclusive growth, AI is poised to become a cornerstone of rural transformation—empowering communities, strengthening governance, and building a future where technology works for everyone.

TechPulse

Goa’s AI Mission 2027 Turns Heads at India AI Impact Summit 2026


Goa’s growing ambition to position itself as a hub for artificial intelligence and emerging technologies took centre stage at the India AI Impact Summit 2026, held at Bharat Mandapam in New Delhi. Over six days of high-level engagement, the Goa pavilion stood out as a dynamic showcase of innovation, attracting over 200 visitors, including global technology stakeholders, policymakers, and industry leaders.

At the heart of the showcase was the state’s forward-looking Goa AI Mission 2027, an initiative aimed at fostering responsible AI adoption, supporting startups, and building strong collaborations between industry and academia. The pavilion, set up by the Department of Information Technology, Electronics & Communications (DITE&C), Government of Goa, reflected a clear vision—one that positions Goa not just as a tourism destination, but as an emerging technology and innovation hub.

The Goa delegation was led by Chief Minister Pramod Sawant and IT Minister Rohan Khaunte, along with senior officials who engaged directly with stakeholders throughout the summit. Their presence underscored the government’s commitment to driving digital transformation and strengthening the state’s tech ecosystem.

What made the pavilion particularly vibrant was the participation of Goan startups, which brought innovation to life through real-world applications. These startups showcased solutions across sectors, actively engaging with visitors and forging meaningful connections. From AI-driven enterprise tools to advanced imaging technologies, the interactions highlighted the depth of talent and creativity emerging from Goa.

The international interest was equally significant, with delegates from countries including France, Sweden, Japan, Canada, the United States, Ghana, and Cuba exploring potential collaborations. Representatives from national organisations and other Indian states also visited the pavilion, keen to understand Goa’s approach to AI and its rapidly evolving ecosystem.

Among the notable visitors was Defence Research & Development Organisation Director General Lal Chand Mangal, who expressed strong interest in indigenous innovations such as hyperspectral imaging technology developed by Phosic India Pvt. Ltd. He highlighted its potential applications in homeland security and defence, opening doors for further collaboration and real-world deployment.

Visitors at the pavilion also experienced Goa’s digital initiatives firsthand. One such highlight was the AI chatbot integrated into the GoaOnline portal, designed to simplify access to government services and provide instant responses to user queries. For attendees like Manisha Desai, the experience was both engaging and reassuring, offering a glimpse into how technology can enhance everyday governance.

For participating startups, the summit proved to be more than just an exhibition—it was a gateway to opportunity. Entrepreneurs shared how the platform enabled them to connect with global industry leaders, media companies, and policymakers. These interactions not only expanded their visibility but also opened avenues for international collaboration, particularly in markets like the United States and Canada.

As the summit concluded, the impact of Goa’s participation was evident. The state returned with valuable connections, potential partnerships, and a strengthened position in India’s AI landscape. The momentum generated at the event signals a promising future, where Goa continues to evolve into a centre for innovation, technology, and forward-thinking solutions, driven by a vision that extends well beyond its shores.

TechPulse

Realme P4 Lite 5G Launches at ₹9,999 with Massive 6,300mAh Battery


Realme has expanded its budget smartphone portfolio in India with the launch of the Realme P4 Lite 5G, a device aimed squarely at users seeking reliable everyday performance without stretching their budget. Priced starting at ₹9,999, the smartphone positions itself as an attractive option for first-time buyers and those looking for a secondary device that covers all the essentials.

The Realme P4 Lite 5G comes with a 6.74-inch HD+ display offering a resolution of 720×1600 pixels. While it sits in the entry-level category, the inclusion of a 90Hz refresh rate ensures a smoother visual experience compared to standard displays in this segment. With a touch sampling rate of up to 180Hz, the device is also responsive enough for casual browsing, scrolling, and light gaming.

One of the standout features of the smartphone is its massive 6,300mAh battery, which is expected to easily last through a full day and beyond for most users. Paired with 15W wired charging support, the focus here is clearly on longevity rather than ultra-fast charging, making it ideal for users who prioritise battery life over speed.

Under the hood, the device is powered by the Unisoc T7250 octa-core processor built on a 12nm process. It is paired with 4GB of RAM and offers storage options of 64GB and 128GB, catering to different user needs. Running on Android 15 with Realme UI, the phone brings updated software features and a clean interface experience for its users.

For photography, the Realme P4 Lite 5G features a 13MP rear camera capable of recording videos at 1080p at 30fps, while the front houses a 5MP camera for selfies and video calls. While the camera setup is modest, it is designed to handle basic photography and communication needs effectively.

The device also comes with an IP54 rating, offering resistance against dust and splashes, which adds a layer of durability for everyday use. In terms of connectivity, it supports 4G LTE, Bluetooth 5.2, Wi-Fi, and multiple satellite navigation systems including GPS, GLONASS, Galileo, and BeiDou. Additional features include a side-mounted fingerprint scanner and essential sensors such as an accelerometer, gyroscope, proximity sensor, and ambient light sensor.

Available in Beach Gold, Obsidian Black, and Sea Blue colour options, the Realme P4 Lite 5G brings a touch of style to its practical design. The smartphone will go on sale starting February 24 via Flipkart and Realme’s official channels, with launch offers including a ₹1,000 bank discount or coupon.

With this launch, Realme continues to reinforce its strategy of delivering feature-packed smartphones at competitive price points, catering to the evolving needs of India’s value-conscious consumers.

TechPulse

Meet Ranvir Sachdeva, 8-Year-Old Who Became Youngest Speaker at India AI Impact Summit 2026


Written by Intern Rency Gomes || Team Allycaral 

Amid global tech CEOs, policymakers and AI innovators at the India AI Impact Summit 2026, one speaker stood out — 8-year-old coder Ranvir Sachdeva.


Held at Bharat Mandapam, the summit saw Ranvir become the youngest person to address the prestigious gathering. Calling himself a “technologist,” he spoke about linking ancient Indian philosophies with modern Artificial Intelligence

During his address, Ranvir explained how India’s AI development approach differs from other nations and shared his use case of a recently released Indian AI model. He also spoke about driving AI literacy and contributing to India’s technological growth.

Ranvir’s appearance at the summit gave him the opportunity to interact with some of the biggest names in global technology, including:

Sundar Pichai, CEO of Google
Sam Altman of OpenAI
Previously, he has also met:
Tim Cook of Apple
Marc Benioff
António Guterres

Ranvir began coding at the age of three. By six, he became one of the youngest TEDx speakers globally, discussing technology and innovation. He has also earned recognition for building a prototype rocket concept for Mars exploration, reportedly acknowledged by NASA’s Jet Propulsion Laboratory.

In 2022, he won a gold medal as a “Super Presenter” in the Global Reading Challenge.

As AI continues to shape global discourse, Ranvir Sachdeva’s presence at the summit highlighted the growing involvement of young innovators in shaping the future of technology.

TechPulse

Prompt Vault Debuts with Focus on Constraint-Driven AI Strategy


Written by Intern Rency Gomes ||Team Allycaral 

As generative AI matures beyond its novelty phase, a new challenge has emerged for professionals: while tools like ChatGPT, Gemini, Claude and DeepSeek can produce large volumes of content instantly, many users report frustration with surface-level, generic outputs that lack strategic depth.


Stepping into this gap is Prompt Vault, a newly launched digital product positioned not as a content shortcut, but as a structured framework for strategic thinking. Rather than serving beginners, the tool targets experienced AI users — founders, consultants, and operators — who rely on AI daily but seek higher-quality decision support.

Addressing the “Yes-Man” AI Problem

According to its creator, modern Large Language Models (LLMs) often default to agreeableness, generating polished but unchallenging responses. Without constraints, AI tools may reinforce flawed assumptions instead of pressure-testing them.

Prompt Vault’s core thesis is that better prompts lead to better decisions. Instead of asking broad questions like “What should I do?”, its library encourages structured inquiry such as identifying ignored constraints, mapping trade-offs, and stress-testing business models.

A Curated, Constraint-Driven Library

Unlike open prompt marketplaces that aggregate user submissions, Prompt Vault offers a curated collection organized across 25 professional categories. These include:

Business Strategy & Decision-Making

Pricing & Unit Economics

Negotiation & Power Dynamics

Market Research & Demand Analysis

Operations & Scaling Constraints

Risk & Downside Thinking

Hiring & Organisational Design

Positioning & Differentiation


The prompts incorporate advanced techniques such as chain-of-thought reasoning, adversarial critique, and constraint-based generation. Rather than generating generic marketing plans or strategy decks, the system structures AI interactions to surface blind spots and second-order effects.

Market Context & Pricing Model

The launch comes amid growing “wrapper fatigue” in the AI ecosystem, where subscription-based tools often offer little more than a simplified interface layered over existing AI APIs. Prompt Vault differentiates itself through a one-time purchase model rather than a recurring SaaS subscription.

The product is currently offered at a launch price of ₹999, reduced from its standard lifetime access price of ₹3,999. Access is delivered via a gated web application, with immediate availability upon purchase. There is no subscription model, and lifetime updates are included.

Philosophy: Slowing Down to Think Better

In conversation with the creator, a recurring theme emerged: the goal is not more output, but better judgment. Instead of generating longer documents, the prompts are designed to slow down thinking, clarify optimisation goals, and interrogate assumptions.

By emphasising constraints — such as limited budgets, staffing caps, or market limitations — the system seeks to push AI models beyond textbook responses toward context-specific analysis.

Availability

Prompt Vault is now available online through its official website. The launch pricing window is limited, and no free trial or demo version is currently offered. The product positions itself as a professional-grade analytical companion rather than a casual productivity tool.

As AI adoption deepens across knowledge industries, tools like Prompt Vault signal a shift in focus — from generating more content to making better decisions.