SCALE
at
GMI Cloud
4-week Equity-Free Startup Program for AI-native teams — focused on infrastructure, inference, and real-world scale
Us
Where AI start-ups take form
before scale
SCALE at GMI is a hands-on scaling program for AI startups at the moment when infrastructure decisions matter most. We work with a small cohort of technical founders to help them design, optimize, and deploy production-ready AI systems — before cost, latency, and reliability become bottlenecks.
This is not a pitch competition.
It's where serious AI products get ready for real scale.
Highlights
Onboard fast with MaaS credits, unlock 1:1 matching as you scale, and earn a GPU voucher after completing the program.
Onboard fast with MaaS credits, unlock 1:1 matching as you scale, and earn a GPU voucher after completing the program.
Get complete access to GPU Cloud for training, Inference Engine (MaaS) for deployment, Cluster Engine for orchestration, and the new GMI Studio for visual workflows.
A curated series of technical, GTM, fundrasing workshops, architecture reviews, and 1:1 mentorship sessions with AI leaders, all designed to solve real-world scaling problems.
Partners
NVIDIA Inception Program
Infra & Compute
Services & Enablement Layer
Data & Storage
Community Partner
Event Partner
NVIDIA Inception Program
Infra & Compute
Services & Enablement Layer
Data & Storage
Community Partner
Event Partner
Flow
Phase 01 - Onboarding Credits
$300 MaaS Credits to get your first integration live.
Phase 02 - Growth Matching
1:1 credit matching up to $1,000 to accelerate real paid usage.
Completion Reward - GPU Voucher
$3,000 GPU Voucher for teams that complete the program and are ready to scale.
Partner Credits - GMI Ecosystem
Credit and support packages offered by our partners and sponsors
System
Meet Builders, Operators &
Mentors in the Room
People actively shaping AI systems — sharing what works, what breaks, and what scales.
Benefits
Partner With the Next
Generation of AI Builders
People actively shaping AI systems — sharing what works, what breaks, and what scales.
Early Access to High-Signal Startups
Engage directly with 25+ AI startups actively building toward production — before fundraising pressure and platform lock-in.
Direct Founder Relationships
Curated 1:1 introductions with founders who opt in to work with you, facilitated by the GMI team to ensure relevance and fit.
High-Signal Program Presence
Contribute to the program through a focused keynote, workshop, and engage directly with founders, partners, and investors at the private Demo Dinner.
Long-Term Ecosystem Visibility
Premier brand placement across program materials and announcements, plus early access and priority consideration for future cohorts.