aion operates as an AI infrastructure lab bridging research and production deployment, with ownership across data center capacity, orchestration (Kubernetes, Terraform, Pulumi), and model optimization (vLLM, TensorRT, LoRA). The hiring mix—7 engineers, 5 marketers, 3 salespeople, weighted toward senior talent—and active projects (MLOps pipelines, multi-cloud orchestration, inference services, multimodal agents) reveal a company moving from infrastructure-first positioning toward customer-driven deployment and partner ecosystems. Pain-point data indicates deal velocity and developer engagement are near-term constraints despite technical depth.
aion is an AI infrastructure research lab based in London, founded in 2025, building a full-stack platform that combines owned compute capacity, model optimization (vLLM, TensorRT, Llama, Mistral, Gemma), and multi-cloud orchestration (AWS, GCP, Azure via Kubernetes). The company targets enterprise organizations scaling AI projects, with existing partnerships in healthcare, fintech, and defense. Operations span UK, US, and India; active hiring (16 roles in 30 days) concentrates on engineering and go-to-market functions. Current work includes MLOps pipeline implementation, inference service platforms, multimodal agent systems, and partner GTM motion, while addressing internal challenges around deal velocity, security/compliance integration, and developer adoption.
Go, vLLM, TensorRT, Llama, Mistral, Gemma, Hugging Face Transformers, LoRA, QLoRA, RLHF, Kubernetes, Terraform, Pulumi, Ansible, Helm, RAG, and AWS/GCP/Azure for multi-cloud orchestration.
MLOps pipelines, inference service platforms, multimodal agent systems, and multi-cloud orchestration. Active projects include customer pilot deployments, ambassador programs, and joint go-to-market motions with partners.
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