Accel and Google’s AI Futures Fund unveiled the 2026 Atoms AI Cohort, selecting five Indian startups from over 4,000 applicants to receive up to $2 million in co-investment and up to $350,000 in Google Cloud compute credits from Google Cloud, Gemini, and DeepMind.

The chosen startups—K-Dense, Dodge.ai, Persistence Labs, Zingroll, and Level Plane—focus on AI as an integral force in life sciences, enterprise ERP, voice AI for call centers, AI-generated entertainment, and industrial automation.

Level Plane applies AI to industrial manufacturing, aiming to boost precision and reduce downtime in automotive and aerospace sectors.

The program seeks real-world feedback on model performance to inform Google DeepMind teams, creating a feedback loop that accelerates both startup experimentation and AI development.

A workflow-first ethos guides the cohort, prioritizing proprietary data, system-of-record integrations, and multi-model automation over superficial AI wrappers.

Investors are prioritizing measurable business outcomes and sustainable AI with data moats and distribution power, signaling a shift away from promptability alone.

The program rejects wrapper-centric startups, emphasizing deeper, defensible technologies and clearer monetization paths.

Program design embeds resilience and safety, with fallback models, observability, cost controls, and human-in-the-loop checkpoints to ensure accuracy and compliance.

Founders are urged to own end-to-end workflows and build data advantages to avoid becoming deprecated features.

Many rejected ideas clustered in saturated areas like marketing automation and AI recruitment, highlighting a need for differentiation.

Persistence Labs targets smarter voice AI for high-volume call-center interactions to elevate outcomes beyond cost savings.

Dodge.ai develops autonomous agents to navigate and automate ERP processes, reducing the demand for extensive consulting and customization.