Google for Startups Accelerator Australia New Zealand launches AI program

Kiwi startup Atomic Tessellator scaled its material simulation from 44,000 atoms to 680,000 atoms with Google's direct support.

MH
Marcus Havel

June 22, 2026 · 2 min read

Abstract representation of AI and startup innovation with glowing neural networks and cityscapes of Australia and New Zealand, symbolizing the Google for Startups Accelerator program.

Kiwi startup Atomic Tessellator scaled its material simulation from 44,000 atoms to 680,000 atoms with Google's direct support. This technical leap proves the accelerator's profound impact on participant capabilities. The Google for Startups Accelerator now expands to New Zealand, targeting Seed and Series A AI/ML startups, according to Blog Google.

Many accelerators promise growth. Google's program, however, consistently delivers multi-million dollar funding rounds and exponential technical scaling for its AI participants. This track record challenges conventional models.

Google solidifies its position as a critical enabler for the next generation of AI innovation in Australia and New Zealand, likely shaping the region's tech landscape and talent pool for years.

What the Accelerator Offers

The Google for Startups Accelerator is an intensive, 10-week, equity-free program running from September to November, according to Blog Google. This equity-free model is a strategic Trojan horse for Google: it secures deep platform integration and future cloud revenue from high-potential AI startups like Marqo and Fetch, rather than chasing immediate equity gains.

A Proven Track Record of Success

The 2025 cohort collectively raised over $58 million USD in funding, according to Blog Google. Marqo, a former participant, secured a $12.5M Series A round after integrating Google Kubernetes Engine and launching on the Google Cloud Marketplace. This track record positions Google not just as a platform provider, but as a kingmaker in the regional AI startup ecosystem.

Beyond Funding: Technical Scaling

Atomic Tessellator, a Kiwi startup, scaled its material simulation from 44,000 atoms to 680,000 atoms with Google's help, according to Blog Google. Another participant, Fetch, raised $9.44M post-program after leveraging Gemini Flash 2.0 for veterinary records and claims processing. These cases prove the program's ability to deliver critical technical expertise, enabling significant scaling and advanced AI integration. Google is not just funding startups; it actively co-develops the next generation of AI applications, effectively turning an accelerator into a de facto R&D arm.

How to Apply Now

Applications for the Google for Startups Accelerator are open until July 19th, according to Blog Google. This offers AI/ML startups in Australia and New Zealand a direct path to Google's resources and ecosystem integration.

The Google Advantage

Participants gain access to Google's technical experts, product specialists, and a global network of mentors. This hands-on support in product, design, and growth helps startups integrate Google's advanced AI and cloud technologies. This direct technical embedment creates a pipeline of companies deeply integrated into the Google ecosystem. If successful, this expansion positions Google to further dominate the ANZ AI landscape, cultivating a generation of startups reliant on its platform.