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, monitoring — each one is its own domain. Tech 42 handles the infrastructure so your team stays focused on the product and ships production models faster.

Book a Discovery Call
Learn More
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 align on your business goals and define what "good"looks like for your use case.
-> You get a clear plan before spending
Phase 2
Build
We benchmark each model against your real prompts using G-Eval and task-specific metrics.
-> You get a secure, scalable foundation
Phase 3
Deploy
We measure latency, throughput, and cost at production scale with your application.
-> You get your model running in production
Phase 4
Handoff
We analyze which model fits your needs and budget and deliver clarity on your use case.
-> Your team manages ongoing scale

What's included

Fixed cost project + monthly AWS cost projections
Complete AWS infrastructure (VPC, security, IAM)
Real-time analytics and observability dashboards
Comprehensive documentation & training
Voice agent rebuilt with feature parity or better
CI/CD pipeline for continuous deployment
Dedicated team: AI engineer, DevOps engineer, Solutions architect, Project manager
RESULTS That Speak for Themselves

Pick a model that scales with your business

Tech 42 evaluates models to ensure that you can 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
See more testimonials ->

Pick your AI model with confidence.

We scope every model evaluation at a fixed fee so you avoid hourly overages. Plus some projects qualify for AWS funds to offset engineering costs.

We help funded startups and high-growth teams design, build, and scale AI applications — leveraging AWS funding programs to lower your costs.

AWS Advanced Tier Services Partner

Connect with us on LinkedIn