Accel and Google's AI Futures Fund have named five startups to the 2026 Atoms AI Cohort after reviewing more than 4,000 applications. The programme pairs early-stage investment with Google compute credits and model access.
Each company will receive up to USD $2 million in co-investment, split equally between Accel and the Google AI Futures Fund. The package also includes up to USD $350,000 in compute credits across Google Cloud, Gemini, and Google DeepMind resources.
The cohort spans enterprise software, voice automation, entertainment, industrial automation, and scientific research tools. Organisers described the selection as evidence of rising AI company formation linked to India's founder ecosystem, while also reflecting the continued pull of San Francisco for some teams.
Five companies
K-Dense is building an AI "co-scientist" for research in life sciences, physics, and chemistry. It is also developing open-source tools that it says are being adopted by the global research community.
Dodge.ai is a San Francisco-based startup founded in 2025. It is building autonomous AI agents for enterprise resource planning in SAP environments, with a focus on ERP management tasks.
Persistence Labs is developing voice AI for call centres, targeting real-time voice automation in customer care operations.
Zingroll, another San Francisco-based company, is developing a free streaming platform using AI-generated content, including movies and shows. It is backed by Andreessen Horowitz.
LevelPlane is working on industrial automation for manufacturing. It focuses on end-to-end processes in automotive and aerospace production, with an emphasis on precision-led manufacturing workflows.
Capital and compute
The funding structure reflects a broader trend in AI startup support programmes that combine capital with access to infrastructure. Compute credits have become critical for early-stage AI companies because training and deploying models can be costly, especially as products move beyond prototypes into customer-facing use.
For Google, the arrangement puts its cloud and model stack in front of startups at the earliest stage, when teams often make long-term choices about infrastructure and development tools. For Accel, the cohort format adds a technical layer to a programme known for early cheques and network access, as competition for promising AI founders intensifies.
Accel Atoms is the firm's pre-seed and seed programme for founders linked to India. Accel has been an early investor in Indian companies, including Flipkart, Freshworks, Swiggy, Urban Company, Zetwerk, and Cure.fit.
Accel has backed more than 45 companies through Accel Atoms. Those startups have collectively raised more than USD $300 million in follow-on funding.
Founders and focus
The cohort also reflects a sector mix in which AI product development is moving beyond general-purpose chat interfaces into domain-specific workflows. Enterprise IT and operations remain central as companies pursue automation for systems of record, such as ERP systems. Voice automation is another active area, as call centres seek to reduce handling times and manage demand spikes while staying sensitive to customer experience and compliance requirements.
Industrial automation, particularly in automotive and aerospace manufacturing, is attracting teams that combine software with process engineering know-how. Manufacturers have pursued machine vision and robotics for years, but newer model architectures and improved tooling have widened the range of tasks that can be automated or augmented on the factory floor.
Consumer entertainment sits at a different point on the risk curve, where content provenance, rights management, and platform moderation can become central operational issues. Even so, the category has attracted significant venture capital attention as generative tools begin to reshape content pipelines.
Accel partners Prayank Swaroop and Shekhar Kirani described Atoms as an early-stage bet on founders with ambition and insight, and framed the Google partnership as an advantage for new teams.
"Atoms has always been about backing founders at the earliest moment of possibility, when it's just ambition and insight. We believe India's most driven founders can compete and win on a global stage from day one and with Google alongside us, that conviction now comes with an unmatched launchpad. Chosen from over 4,000 applicants, this cohort - building across enterprise AI, voice automation, and industrial manufacturing - represents exactly the kind of bold, original thinking we back. We're thrilled to be their partners on the zero-to-one journey," said Prayank Swaroop and Shekhar Kirani, Partners, Accel.
Google AI Futures Fund Co-founder and Director Jonathan Silber linked the initiative to AI's shift toward more embedded roles across industry and science, adding that the startups would gain access to advanced models and compute.
"We are entering a phase where AI is moving from a novelty to a core piece of industrial and scientific infrastructure," said Silber. "By providing these five startups with early access to our most advanced models and compute power, we're helping them solve hard problems faster and more responsibly."
Organisers said the Atoms AI Cohort will help teams move from early concepts into product development and early market activity, drawing on the investment and compute package as they build and test their initial offerings.