AWS COST OPTIMIZATION

Reduce Model Training Costs

Many AWS customers struggle to right size their infrastructure and aren't aware of advanced pricing strategies.

Tech 42 architects compute strategies that ensure performance while reducing costs. Regardless of your current stack, we can review and design architecture you can scale with confidence and predictable pricing.

Monthly training spend, same workload

Monthly bills climb under the current architecture, then drop and stabilize after optimization. A dashed projection shows where spend was headed.
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Book your Well-Architected Review for a concrete plan on reducing model training costs.

"Tech 42 helped us design and implement a scalable AWS ECS-based infrastructure tailored for our GPU-intensive AI workloads, establishing a solid foundation for auto-scaling, improved cost visibility, and greater flexibility in how we deploy and evolve our services."
William Shabecoff
CTO, Rebar
AWS infrastructure ExpertS

How we help you save.

Our team has the expertise in high-performance system architecture and AWS pricing so you can build for performance and profitability.

Architecture review
Our Well-Architected Review sessions uncover cost efficiency recommendations and account for your growth trajectory. Whether you're running simple or complex workloads, we can help you scale costs predictably.
Cost scaling strategies
AWS has multiple strategies, including Compute Cavings Plans and AWS Spot Instances that can unlock valuable discounts. AWS Spot Instances alone allow you to purchase unused computing capacity at discounts of up to 90% compared to On-Demand pricing, so knowing how to take advanage of these programs can drive significant savings.
Migrations
In some cases, the best cost savings strategy is right sizing your infrastructure to your needs. If a migration is worth it, our team will spell out the details and see if you qualify for AWS funding to help offset migration costs.
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

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Some teams we've worked with:

WHAT TO EXPECT

Find out how much you can reduce your model training costs.

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
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Book your Well-Architected Review

We help organizations design, build, and deploy AI that works in the real world.

AWS Advanced Tier Services Partner

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