AI Infrastructure for Startups

Build AI-First Products Without Burning Runway

Dell Pro Max GB10 gives your startup the compute power of a $100K/month cloud GPU bill—for a fixed ₹5K/month over 36 months. Run 200B+ parameter models locally, iterate faster, and scale from MVP to production without vendor lock-in.

₹5K
Effective Monthly Cost
Over 36 months
200B+
Model Capacity
Parameters locally
95%+
Cloud Savings
vs AWS/Azure/GCP
2-4 weeks
Time to MVP
With Copilots support

Why AI Startups Choose Dell Pro Max GB10

Stop bleeding cash on cloud GPU bills. Own your AI infrastructure and preserve runway for growth.

₹5K/Month Effective Cost

Fixed infrastructure costs over 36 months. No surprise cloud bills, no per-token charges, no egress fees. Predictable burn rate for investors.

  • ₹1.8L upfront + ₹60K/yr software
  • vs ₹1.2L/month on cloud GPUs
  • 95%+ cost reduction over 3 years

No Cloud Queues or Limits

Run unlimited experiments without waiting for GPU availability. No rate limits, no quota management, no "instance not available" errors.

  • 24/7 dedicated compute access
  • Unlimited fine-tuning iterations
  • Instant model deployment

MVP to Production

Same hardware from prototype to customer demos to production. No migration headaches, no architecture rewrites as you scale.

  • Prototype → Demo → Production
  • Scale to Dell AI Factory when ready
  • No vendor lock-in or migration

What AI Startups Build on GB10

Real-world AI products built by founders using Dell Pro Max GB10

AI-Powered SaaS Products

Build vertical SaaS with embedded AI copilots. Fine-tune models for your domain, deploy RAG chatbots, and offer AI features without per-token API costs eating your margins.

Example Use Cases:
Legal document analysis SaaS
Healthcare diagnostic assistants
Financial advisory copilots
Zero API costs
Unlimited usage
Own your models

Customer Demos & Investor Pitches

Run live demos on your own hardware. Show investors real-time AI capabilities without cloud dependency or "demo gods" failures.

Example Use Cases:
Live model fine-tuning demos
Real-time inference showcases
Multi-agent system demos
100% uptime
No cloud delays
Impressive demos

Rapid Prototyping & Iteration

Test 10+ model variants per day without cloud budget constraints. Iterate faster, find product-market fit quicker.

Example Use Cases:
A/B test different LLM sizes
Experiment with RAG architectures
Fine-tune for specific use cases
10× faster iteration
Unlimited experiments
No quota limits

Early Customer Pilots

Deploy production pilots for your first 10-100 customers on GB10. Prove value before scaling to cloud or Dell AI Factory.

Example Use Cases:
Beta customer deployments
POC for enterprise clients
Early adopter programs
Production-ready
Data on-prem
Scalable path

What Founders Say About GB10

AI-first startups using GB10 to build faster and preserve runway

LegalTech AI Startup

Contract Analysis SaaS • Seed Stage

"We were burning $15K/month on OpenAI API calls for our contract analysis product. GB10 let us fine-tune Llama 3 for legal documents and cut our inference costs to zero. We went from negative unit economics to 80% gross margins overnight."

$15K
Monthly savings
80%
Gross margins
6 months
Runway extended
— Founder, LegalTech AI Startup (Bangalore)

HealthTech AI Startup

Medical Imaging AI • Series A

"GB10 gave us the compute to train VLMs on medical images without sending patient data to cloud providers. We closed our Series A because we could demonstrate HIPAA-compliant AI that runs entirely on-prem. Investors loved the unit economics."

100%
Data on-prem
Series A
Funding closed
50+
Hospital pilots
— Co-Founder, HealthTech AI Startup (Mumbai)

Startup Economics: GB10 vs Cloud

Typical AI startup workload: 4 hours/day fine-tuning + inference

Dell Pro Max GB10

Own Your Infrastructure
Hardware (one-time)₹5.5L
Software (annual)₹1.8L
Copilots support (optional)₹2L
Effective Monthly Cost (36 months)
₹5K
Fixed, predictable burn rate

Cloud GPUs (AWS/Azure/GCP)

Pay-as-you-go
GPU compute (4 hrs/day)₹80K/mo
API calls (inference)₹30K/mo
Data storage + egress₹10K/mo
Monthly Cloud Costs
₹1.2L
Variable, unpredictable bills
₹41L
3-Year Savings vs Cloud
(₹43.2L cloud - ₹1.8L GB10)
95%
Cost Reduction
Preserve runway for growth
2 months
Payback Period
Break even in 8 weeks

Your AI Infrastructure Scaling Path

Start with GB10, scale to Dell AI Factory, burst to DGX Cloud when needed

1

Start: GB10

MVP development, customer demos, first 10-100 users. Run everything locally on your desk.

  • Seed to Series A stage
  • 1-10 person team
  • ₹5K/month effective cost
2

Scale: AI Factory

Production deployment for 100-10K users. Multi-node GB10 cluster or Dell AI Factory rack.

  • Series A to B stage
  • 10-50 person team
  • Same DGX Spark stack
3

Burst: DGX Cloud

Spike workloads, training large models, global expansion. Hybrid on-prem + cloud.

  • Series B+ stage
  • 50+ person team
  • Pay only for burst capacity

Ready to Build Your AI-First Product?

Join AI startups preserving runway and shipping faster with Dell Pro Max GB10