AI-Native Startups on AWS

Ship Faster. Spend Less on GPU. Scale Without Rearchitecting.

Cut inference costs 40%, go from prototype to production in weeks, and get GenAI credits that fund your first six months - all from one AWS partner built for companies where AI is the product.

This page is for companies where AI is the product. Adding AI to an existing product? See Adopt AI on AWS.

Authorized AWS Reseller. GenAI credits available now.

AWS Certified Solutions Architect - ProfessionalAWS Generative AI Developer - Professional

What You Lose Without the Right AWS Infrastructure.

You're Burning 40%+ More on GPU Than You Need To.

Every dollar wasted on unoptimized inference is a dollar your competitor spends on R&D. Most AI startups overpay for compute because they never right-sized.

Your Infra Won't Survive 10x Traffic.

The architecture that works at prototype breaks at production scale. You either rearchitect now or scramble during the deal that matters most.

You're Leaving Six Figures in AWS Funding on the Table.

GenAI credits, POA, ISV Accelerate - AWS earmarks real money for AI-native companies. Most founders don't know these exist, let alone how to claim them.

Outcomes You Walk Away With.

Cut GPU Costs 40% Without Sacrificing Latency

Walk away with an optimized instance mix (G5/G6/Inferentia/Spot), autoscaling policies, and batch vs real-time routing that slashes your compute bill.

Go from Prototype to Production Inference in 4 Weeks

Get a production-grade serving layer - SageMaker, Bedrock, or custom EKS with Triton/vLLM - matched to your latency and throughput requirements.

Train Models 3x Faster at Half the Cost

Distributed training (FSDP/DeepSpeed) on optimized clusters with automated data pipelines. Ship model iterations faster than your competitors.

Catch Quality Regressions Before Your Customers Do

Full eval + observability stack - Langfuse/LangSmith, CloudWatch, trace pipelines - so you know the moment output quality drifts.

List on AWS Marketplace and Unlock Enterprise Pipeline

Get listed, metered, and co-sold with AWS field teams. Enterprise procurement buys through Marketplace - be where they shop.

Pass Enterprise Security Reviews on the First Try

Tenant isolation, customer-data handling, and SOC 2 posture baked into your platform layer. Close enterprise deals without six-month security cycles.

Production Patterns That Scale and Save.

Serve 10x More Requests per Dollar

ALB + EKS + vLLM on G5/G6 Spot + Bedrock fallback for spikes. Auto-scales to demand, falls back gracefully, keeps your margin intact.

Sub-Second RAG That Actually Works in Production

OpenSearch vector + Bedrock + Aurora pgvector hybrid. Your users get accurate, grounded answers without the latency that kills adoption.

Ship Autonomous Agents Your Customers Trust

Bedrock Agents + Lambda tools + DynamoDB memory + EventBridge. Durable state, observable actions, enterprise-grade reliability.

Get AWS to Fund Your AI Infrastructure.

GenAI CreditsPOCs on Bedrock and SageMaker. Specifically for AI-native companies.
POAEnterprise POC funding for pilot deployments.
IW (Incremental Workloads)Credits up to 25% of annual spend for new or expanding workloads on AWS.
ISV Accelerate + WMPIf you're selling AI products to enterprises via AWS.
MAP-ModernizeIf you're migrating legacy ML stacks onto AWS.
See How Much You Qualify For

What Changes When You Work with Us.

Your Infra Ships Faster.

Engineers who run GPU clusters, inference endpoints, and training pipelines in production - not consultants who hand you a slide deck.

Your Compute Bill Drops Immediately.

We know which instance saves 40% for which workload. You get the savings on your next bill, not after a six-month engagement.

Your Enterprise Deals Close Faster.

Marketplace listing, metering, co-sell, private offers - the commercial infrastructure that turns AWS into your sales channel.

You Get an Insider Who Knows Your World.

Deep in the Israeli AI ecosystem - the founders, the investors, the talent. We move at startup speed because AI-native companies are our neighbors.

Stop Overpaying for GPU. Start Scaling.

Get a free GPU cost audit, learn which GenAI credits you qualify for, and see how fast we can get you to production.

Get Your Cloud Assessment
AI-Native Companies on AWS - GPU, Inference & GenAI Credits | Dcode | Dcode.tech