Kavya Gupta

On this Independence Day, we are proud to announce the launch of Vizuara's first-ever AI product Our product team (Pritam Kudale and Pranavodhayam P R) has been working on this for months, and today we're launching DynaRoute - an intelligent router that automatically selects the best language model based on your query complexity and category. Here is the problem we solved: Most applications use one expensive model (like GPT-4) for everything. Simple questions like "What is the capital of France?" get the same treatment as complex reasoning tasks. It's like using a hammer for every job, even when you just need a screwdriver. DynaRoute analyzes each query and routes it to the optimal model. Simple questions go to efficient models like Gemini Flash. Complex reasoning tasks get routed to more powerful models. The result? 50-70% cost savings while maintaining performance. We tested this extensively. On our GPQA benchmark, we achieve a 9.7:1 performance-to-price ratio compared to 6.9:1 for single model solutions. For typical enterprise queries, we're seeing 93% cost savings over 300k tokens. What makes this different from AWS or Azure routers is the full spectrum access. We support open source and closed source models across GCP, AWS, and Azure. Their routers lock you into their ecosystem - Microsoft only gives you GPT models, Amazon only Claude/Llama. The integration is seamless. Drop-in replacement for OpenAI API, works with CrewAI agents, includes an MCP server for Claude, and comes with a comprehensive dashboard showing real-time savings. This is Vizuara's first AI product for enterprises, and Raj Abhijit Dandekar, Rajat Dandekar, and I are incredibly proud of what the team built. We have transitioned from education to solving real industry problems. Try it at https://lnkd.in/dGSx2KRq - free tier includes 50k tokens to test the $$ savings yourself. We just posted our product launch video on Vizuara's YouTube channel, where we give you a very detailed product walkthrough. We also explain how you can use this as an individual customer or as an enterprise to save $$$: https://lnkd.in/dtEHtHMn We will soon be publishing a paper on the concept of dynamic intelligent routing. Stay tuned. Happy Independence Day to my fellow countrymen! 🇮🇳

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Natasha Malpani Launches ₹200 Crore Fund to Power India’s AI Startups Former Kae Capital partner Natasha Malpani has launched Boundless Ventures, an early-stage venture fund with a corpus of ₹200 crore, dedicated to supporting homegrown AI-native startups across India. The fund will focus on pre-seed and seed-stage investments in companies innovating across consumer AI, infrastructure, agent tooling, healthcare, logistics, deep tech, and make-in-India hardware. Boundless has already written its first cheques to startups including Superhealth, Armatrix, PierSight, Knot, and two stealth ventures in AI infrastructure and consumer AI. Beyond capital, the fund promises to bring narrative and network support to founders. As Malpani puts it, India today has a once-in-a-generation advantage talent density, digital rails, and ambition to build global AI leaders from day one. At Startup Veda, we’re thrilled to see local capital fueling the AI frontier. This fund signals rising maturity in India’s venture ecosystem—placing conviction behind AI-first founders well before the rest of the world catches on. Join the conversation: Which early-stage AI ventures excite you the most? How powerful is the mix of capital + storytelling for building AI startups? #Startup #AI #VentureCapital #DeepTech #StartupIndia #FounderStories

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💡 A perspective for founders on angel money Many founders ask for very small cheques from angels — ₹5–10L. Nothing wrong with that, but here’s the reality: 👉 The smaller the cheque, the lesser the involvement. Why? Because time is also an investment. If the stake is tiny, the incentive to spend hours guiding, mentoring, and opening networks naturally reduces. As angels, we love to support founders. But meaningful guidance, regular reviews, and network push usually come when there’s meaningful skin in the game. So if you’re raising, think beyond “let me collect 20 small cheques.” Instead, ask yourself: “Which 2–3 angels can back me meaningfully with both money and time?” ⚡ Funding isn’t just about filling the cap table. It’s about building the right circle of believers who walk with you. #AngelInvestor #FounderTips #Fundraising #StartupInsights #DeepakBhagnaniFamilyOffice

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𝗧𝗵𝗲 𝟯𝟬-𝗠𝗶𝗻𝘂𝘁𝗲 𝗣𝗿𝗼𝗺𝗶𝘀𝗲 𝗧𝗵𝗮𝘁 𝗖𝗼𝘂𝗹𝗱𝗻'𝘁 𝗞𝗲𝗲𝗽 𝗜𝘁𝘀 𝗢𝘄𝗻 𝗗𝗲𝗮𝗱𝗹𝗶𝗻𝗲 Blip, the Bengaluru fashion startup that promised to deliver your wardrobe faster than your lunch, has officially pulled the plug after barely surviving a year. 𝗧𝗵𝗲 𝗕𝗹𝗶𝗽 𝗦𝘁𝗼𝗿𝘆: 𝗦𝗽𝗲𝗲𝗱 𝗢𝘃𝗲𝗿 𝗦𝗲𝗻𝘀𝗲 Founded in 2023 by Ansh Agarwal and Sarvesh Kedia, Blip wanted to be fashion's answer to grocery quick commerce - 25,000 SKUs delivered in 30 minutes from 10+ retail partners. They went live in October 2024, targeting Bengaluru's fashion-conscious millennials who apparently couldn't wait 24 hours for their new kurta. But here's where it gets interesting (and tragic). Blip never raised external funding. Not a rupee. In a sector where players like Zepto have burned through hundreds of millions just to perfect 10-minute grocery delivery, these founders thought they could bootstrap fashion delivery with zero investor backing. 𝗧𝗵𝗲 𝗥𝗲𝗮𝗹𝗶𝘁𝘆 𝗖𝗵𝗲𝗰𝗸 The founders cited "limited capital and go-to-market challenges" for the shutdown - startup speak for "we ran out of money before figuring out unit economics." Their partner-dependent model meant they were essentially playing middleman while competitors owned their entire supply chain. 𝗪𝗵𝘆 𝗧𝗵𝗶𝘀 𝗠𝗮𝘁𝘁𝗲𝗿𝘀 Blip's collapse isn't just another startup failure story. It's a masterclass in misreading market dynamics. Fashion isn't groceries. When you're craving milk at 11 PM, you'll pay ₹10 extra for 10-minute delivery. But when buying a ₹2000 shirt, customers aren't desperate enough to pay surge pricing for speed. 𝗧𝗵𝗲 𝗾𝘂𝗶𝗰𝗸 𝗰𝗼𝗺𝗺𝗲𝗿𝗰𝗲 𝗴𝗼𝗹𝗱 𝗿𝘂𝘀𝗵 𝗵𝗮𝘀 𝗰𝗿𝗲𝗮𝘁𝗲𝗱 𝘁𝗵𝗶𝘀 𝗶𝗹𝗹𝘂𝘀𝗶𝗼𝗻 𝘁𝗵𝗮𝘁 𝗮𝗻𝘆𝘁𝗵𝗶𝗻𝗴 + 𝟯𝟬-𝗺𝗶𝗻𝘂𝘁𝗲 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝘆 = 𝗶𝗻𝘀𝘁𝗮𝗻𝘁 𝘂𝗻𝗶𝗰𝗼𝗿𝗻. 𝗕𝘂𝘁 𝘂𝗻𝗶𝘁 𝗲𝗰𝗼𝗻𝗼𝗺𝗶𝗰𝘀 𝗱𝗼𝗻'𝘁 𝗰𝗮𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝘆𝗼𝘂𝗿 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝘆 𝗽𝗿𝗼𝗺𝗶𝘀𝗲. 𝗖𝗮𝘀𝗵 𝗳𝗹𝗼𝘄 𝗱𝗼𝗲𝘀𝗻'𝘁 𝗿𝗲𝘀𝗽𝗲𝗰𝘁 𝘆𝗼𝘂𝗿 𝘀𝗽𝗲𝗲𝗱 𝗺𝗲𝘁𝗿𝗶𝗰𝘀. While chasing the "Zepto of fashion" dream, Blip forgot that sustainable businesses need sustainable funding. In today's market, speed without capital is just expensive theater! #zepto #business #businessgrowth #startup

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The Great GCC Paradox: We’re Hiring, but Losing India’s GCCs are expected to cross $100B by 2030. But here’s what no one’s openly talking about: We’re leaking talent at the top, and hiring at the bottom. 1. A new study by Mercer shows mid-career attrition in tech has doubled since 2022. 2. CXO-level hiring cycles in GCCs have stretched beyond 6 months (Zinnov, 2024). 3. Returnee talent with global exposure is still asked: Q) “Why do you want to come back?” Q) “Are you too senior for this role?” We’ve mastered delivery. But we’re stuck in a talent loop: - Entry-level upskilling is celebrated - Strategic leadership hiring is feared - Internal mobility is sluggish - Culture fit outweighs culture transformation The result? India’s most capable talent is being interviewed by Singapore, Berlin, and Dubai, while local GCCs are still refining JD drafts. What if the real growth limiter isn’t infrastructure or policy… …but our inability to bet on catalytic leadership? You can’t build a $100B ecosystem with a $1M mindset. Let’s talk: What one mindset shift would unlock India’s next-gen GCC play? #GCC #LeadershipHiring #IndiaTalentCrisis #DigitalTransformation #ReturneeTalent #LeadershipGap #CXOHiring #Mercer #Zinnov #StrategicIndia #FutureOfWork #TalentFlight #HyderabadTech #GCCReset Zinnov Achyut Menon "AK" LinkedIn News India Reshab Shaw Vishwanadh Raju Viswanathan K S GCC Pulse™ Korn Ferry KPMG India

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