Tech 42 - AI Model Deployment: Production-Ready Inference Infrastructure

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

Tech 42 is an AWS Advanced Tier Services Partner that designs, builds, and deploys production-ready AI inference platforms on AWS. Our fixed-fee engagements are delivered in 6 to 10 weeks, giving your models a secure, scalable foundation to serve real users from day one.

Our Four-Phase Approach:

Phase 1 -- Design: We create an architecture blueprint tailored to your specific model and inference requirements. You get a clear plan before any build begins.

Phase 2 -- Build: We construct 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 on AWS EKS or ECS. Your model is running and serving inference in production.

Phase 4 -- Handoff: We train your team and transfer all knowledge. Your team manages ongoing scale independently.

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 and live knowledge transfer session

Who This Is For: Model creators and teams who fine-tune models and need production-grade inference infrastructure without pulling engineers away from model development. If your model is ready but your infrastructure isn't, Tech 42 eliminates the deployment bottleneck so you can focus on building better models instead of managing cloud operations.

AWS infrastructure at scale is a specialization. Tech 42 brings that expertise so deployment delays don't cost you engineering time, opportunity, or competitive ground.