Indian AI Coding Startup Emergent Reaches Unicorn Status in 12 Months

New analysis reveals that agentic AI adoption is accelerating across EU enterprises and small businesses, with research identifying where deeper implementation could generate additional value. The findings suggest European organizations are moving beyond conversational AI toward autonomous systems capable of executing tasks with minimal human intervention. The analysis points to untapped opportunities for value creation as adoption expands across different business segments.

Google DeepMind and Singapore's GovTech have developed a lightweight on-device AI model based on Gemma to detect conversational scams in private messaging without sending data to the cloud. The system intercepts scam attempts in real time while maintaining user privacy through local processing. This collaboration demonstrates a practical application of smaller, efficient AI models for fraud prevention in government and consumer contexts.

JPMorgan has decided to block external AI agents, including Meta's Muse and Instinct, from accessing client accounts. CEO Jamie Dimon cited security risks to both clients and the bank as the reason for the restriction. The move reflects financial services' cautious approach to integrating third-party AI systems into sensitive operations.

Three enterprise leaders discuss how agentic AI is forcing fundamental changes to company structure and operations in 2026. Rather than layering AI onto existing processes, Block, Cloudflare, and Klaviyo are redesigning organizational models, eliminating whole functions, and rebuilding teams around shared capabilities. The shift prioritizes human judgment and customer outcomes while using AI agents to handle complex coordination and code generation across systems.