AWS Performance OPTIMIZATION

Speed Up Model Training Time

Are your models taking too long to train? Tech 42 architects high-performance compute strategies that speed model training so you can scale your customers with confidence.

We begin by understanding your business goals and current workloads. Then we recommend and design compute architectures that meet your performance goals and optimize for cost.

Same training run, two architectures

The optimized run completes early. The current architecture run completes much later. The gap between completion points is time recovered.

Services we use include:

Book your Well-Architected Review for a concrete plan on optimizing your infrastructure.

Proven Experience

Real customers, real results.

AI infrastructure is what we do. Our team has the expertise to help you optimize model training pipelines, no matter how complex the need.

"We can now focus on training [our model] and delivering value to our customers, knowing the infrastructure foundation is production-ready."
Keith Klumb
Head of Technical Program Management, Archetype

Read the case study ->

Some teams we've worked with:

WHAT TO EXPECT

Get a practical plan to optimize your compute infrastrucutre for speed.

Free up your team to build AI without worrying about infrastructure.

We start our Well-Architected Review by understanding your platform and training workload, including model size, dataset volume, iteration frequency, job complexity, and cost tolerance. Then we recommend infrastructure around your team's workflow and experience, not the other way around.

What you get in our Well-Architected Review sessions:

Mutual NDA to cover your review
Detailed recommendations with architecture diagram tailored to your business
Transparent infrastructure cost estimate for workloads at scale
Evaluation of AWS funding options
Talk to an Expert ->

Book your Well-Architected Review