Build Cloud and AI Platforms That Last
We design resilient cloud foundations, production-grade AI systems, and practical delivery roadmaps for teams that ship.
What We Do
Three pillars of platform engineering. Click any card to explore our capabilities in detail.
Cloud Architecture
Secure landing zones, scalable networking, and observability from day one.
What We Deliver
We design cloud platforms that are secure, resilient, and cost-efficient by default. Our architecture engagements cover everything from initial design through deployment, ensuring your platform can scale with your team and business needs.
- Multi-environment landing zones with automated guardrails and identity management
- Zero-trust network architecture with hybrid connectivity and micro-segmentation
- Unified observability stacks: logging, metrics, distributed tracing, and alerting
- Policy-as-code governance with automated compliance and cost controls
- Disaster recovery and business continuity planning with RPO/RTO targets
AI Infrastructure
GPUs, quantization, and inference infrastructure for production AI.
What We Deliver
We build AI infrastructure that holds up under production load. From GPU cluster design to model optimization and inference serving, we cover the full stack needed to run AI systems reliably at scale.
- GPU compute orchestration with NVIDIA bare-metal and dedicated instances
- Model optimization: quantization, pruning, and distillation for cost efficiency
- Production inference serving with KV-cache management and continuous batching
- Training and fine-tuning pipelines for LoRA, full fine-tune, and RLHF
- AI platform security: data protection, model governance, and access controls
Managed Services
24/7 monitoring, proactive incident response, and automated remediation.
What We Deliver
We provide ongoing operational support so your team can focus on building features instead of firefighting. Our managed services include round-the-clock monitoring, rapid incident response, and proactive maintenance that keeps your platform running smoothly.
- 24/7 infrastructure monitoring with intelligent alerting and on-call rotation
- Proactive incident response with mean time to resolution under 30 minutes
- Automated remediation for common failure patterns and capacity issues
- Quarterly architecture reviews and capacity planning sessions
- Regular security updates, patch management, and compliance reporting
See GMX in Action
Hardware build, multi-GPU custom chassis, fast interconnects, racks, clean facility, solar and battery driven power, agent swarms, and the observability dashboards for the LLM and cloud platforms.
GMX TEC
Hardware Build & AI Infrastructure