Target Roles at Funded Startups (India)

Nitin Waghulde, Regional Director for APAC at VeloDB, discussed the challenges of AI agents in production at TechSparks 2026.

The candidate's expertise in RAG and building AI applications like DiscoveryOS would be highly valuable to a company like VeloDB that is focused on the practical, production-level challenges of AI agents. As they tackle issues that cause AI agents to break down after demos, a Senior PM with deep technical AI understanding is crucial for product strategy and execution.

Highlight experience in building and scaling AI applications, specifically mentioning RAG expertise and the DiscoveryOS project. Emphasize the ability to bridge the gap between AI agent demos and production readiness, aligning with VeloDB's core problem.

Aina AI has launched its AI smart ring priced at Rs 47,000, with an early-bird price of Rs 37,700. The product aims to integrate AI agents into a wearable device.

The candidate's experience with RAG and building AI applications, coupled with their technical PM background, would be a strong asset for Aina AI as they launch and scale their innovative AI smart ring. A Senior PM is needed to guide product development and strategy for this novel hardware-AI integration.

Leverage experience in AI product development, particularly RAG, and the ability to translate complex AI capabilities into user-friendly applications. Highlight the DiscoveryOS project as evidence of building innovative AI solutions.

Venomics AI has raised $2.7 million (around ₹25.5 Cr) in a pre-seed funding round co-led by Speciale Invest and Aranya Holdings.

The candidate's technical AI PM background and RAG expertise could be highly relevant to a company like Venomics AI, which is using AI to innovate in the biotech space. As they are in the pre-seed stage, a Senior PM can help define the product strategy and roadmap for their AI-driven drug discovery efforts.

Emphasize the ability to apply AI/RAG expertise to novel domains like biotechnology. Highlight experience in product development for complex technical applications, drawing parallels to the challenges of drug discovery.

Fintech soonicorn Cashfree Payments has launched 'Checkout for Agents,' a new tool that enables AI agents to process customer payments.

The candidate's RAG expertise and experience building AI applications are directly relevant to Cashfree's new 'Checkout for Agents' product. A Senior PM role would be crucial to guide the development and strategy of this AI-powered payment solution, especially given the candidate's background in AI-first products.

Highlight experience with RAG and building AI-driven products, specifically mentioning the ability to integrate AI into payment processing. Showcase understanding of fintech and the potential of AI agents in financial services.

Sarvam's Prism enters India's growing AI decision model race, indicating a focus on developing advanced AI capabilities.

The candidate's background as a Technical AI PM with RAG expertise and experience building AI applications like DiscoveryOS is a strong match for Sarvam's focus on advanced AI decision models. A Senior PM role would be instrumental in shaping the product strategy and roadmap for these sophisticated AI systems.

Emphasize experience in building and scaling AI applications, particularly those involving complex decision-making or advanced AI capabilities. Highlight RAG expertise and the ability to translate cutting-edge AI research into tangible products.