You built the model.
We'll make sure it scales.

Getting a model from training to production is a different story than building it. Security, scaling, reliability, and monitoring can all delay a release. Tech 42 handles the infrastructure so your team stays focused on the product and ships production models faster.

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AI Infra Bottleneck

Loosing time on model releases?

Let you team focus on building better models instead of worrying about infrastructure.

01
Production reliability is harder than it looks.
Security, cost management, and autoscaling get exponentially harder at production volume.
02
Model builders are spending time as cloud ops engineers.
AWS infrastructure at scale is a specialization. Pulling your team into cloud ops means the model stops getting better.
03
Your model is ready. Your infrastructure isn't.
Deployment delays cost engineering time, opportunity, and ground to competitors. Infrastructure is almost always the bottleneck.
Build with Confidence

Your path to production in 6 to 10 weeks.

Tech 42 builds a production-ready AI deployment platform on AWS — fully automated, secure, and scalable — so your AI models can serve real users from day one.

Phase 1
Design
We design an architecture blueprint to your specific needs and model.
-> You get a clear plan before spending
Phase 2
Build
We build your production-ready environment and collaborate with your team on testing.
-> You get a secure, scalable foundation
Phase 3
Deploy
We deploy your production environment and model.
-> You get your model running in production
Phase 4
Handoff
We train and transfer knowledge to your team.
-> Your team manages ongoing scale

What's included

AWS funding eligibility review
Cloud infrastructure (networking, security, storage, compute)
AI model deployed and tested on AWS EKS or ECS
Automated CI/CD pipeline
Real-time monitoring dashboards
Full documentation + live knowledge transfer session
RESULTS That Speak for Themselves

Deploy your AI model with confidence.

Tech 42 builds infrastructure that enables you to meet performance goals and drive profitability.

“
Working with Tech 42 was a strong partnership from start to finish. The team 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. The Terraform-based infrastructure was well-structured, modular, and easy to extend, allowing us to add new services efficiently and validate scaling behavior as part of our platform’s ongoing evolution.

Beyond the technical delivery, communication was excellent throughout the engagement. The Tech 42 team was highly responsive, easy to collaborate with, and proactive in walking us through architectural trade-offs, constraints, and future considerations. The solution performs reliably, supports our current scaling needs, and provides a strong baseline for future optimization and enhancements. We would be happy to work with Tech 42 again and recommend them as a trusted partner for cloud infrastructure and AI platform initiatives."
William Shabecoff
CTO, Rebar
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Ready to ship your next model?

Fixed-fee engagement.* No surprise billing. 6-10 week timeline.

*AWS funds may be available to offset engineering costs for qualified customers.

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

AWS Advanced Tier Services Partner

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