Google Cloud is taking its enterprise Gemini architecture directly to Indian developers and founders in Bengaluru, putting developer automation and token costs front and centre.
The workshop, titled Gemini in Action, forms part of TechSparks 2026 at the Taj Yeshwantpur. Rajesh Shewani, who oversees Google Cloud's AI customer engineering group for startups and digital enterprises, will lead the session under the conference banner of The New Tech Order.
For Indian startups and mid-market firms, the conversation around machine learning has moved past initial novelty. The current priority is identifying tools that generate revenue while controlling operational overhead, letting teams deploy models without taking on unnecessary business risk.
Software development is one of the main areas Google plans to address. Shewani will showcase Gemini 4 Argon, demonstrating how the model assists engineering departments across different programming environments. The platform is designed to handle routine programming tasks by generating functional code, diagnosing software bugs, refactoring older codebases, and drafting automated unit test suites. By handling boilerplate tasks, the system aims to help junior developers tackle more intricate assignments while senior engineers stay focused on system architecture.
Voice interaction is another priority, particularly given the linguistic variety of the Indian market. Shewani will explore how voice-driven AI can handle customer service inquiries and support hands-free internal workflows. In a market where millions of users communicate in diverse regional languages, voice tools offer a direct way to build accessible services that text-only models cannot match.
The session also tackles agentic AI systems. Rather than merely returning text answers to standard prompts, agentic models reason through multi-step workflows and trigger concrete actions across connected business software. Google Cloud plans to map out where startups can safely begin testing these autonomous processes.
Underpinning the technical capability is the reality of infrastructure costs. Large deployments quickly become unsustainable if API bills spike. Shewani will examine token economics and operational expenses, illustrating how growing companies can forecast consumption and scale without breaking budgets.
The Bengaluru workshop aims to give local founders a concrete roadmap for running Gemini across daily operations, turning generative models into practical software that makes financial sense.
TBFiled by The Tech Business Desk
Big tech, startups, earnings, regulation and policy — the decisions that shape the products.
More from this desk →
Be the first to comment
Join the argument. No password, just your email or a passkey.