AI Consultancy & Services

We engineer resilient, scalable, and automated cloud platforms designed to accelerate developer velocity and eliminate operational friction. Our core services are tailored for tech-driven organizations demanding enterprise-grade infrastructure.

Our services

AI Platform Engineering & MLOps

We build the “heavy metal” underneath modern AI — bare-metal GPU infrastructure, high-throughput serving layers, and the pipelines that turn foundation models into dependable production workloads. Our AI practice spans the full stack:

  • GPU & Compute Infrastructure: Operating bare-metal NVIDIA DGX systems with GPU Operators and high-throughput storage for distributed training and inference.
  • LLM Serving & Inference: High-throughput model serving with vLLM, including open-weight models hosted in your own environment for data-sovereign, compliance-safe AI.
  • RAG & Vector Search: Retrieval-augmented generation pipelines backed by Qdrant, grounding models in your own data rather than generic training data.
  • Agentic Systems: Secure, locally-hosted autonomous coding agents built on open-weight models to accelerate engineering workflows without sending your code off-site.
  • MLOps & GitOps: Declarative, multi-tenant Kubernetes environments managed through ArgoCD, with the LGTM stack (Loki, Grafana, Tempo, Mimir) for platform health and GPU-utilization observability.
  • Managed AI Services: Google Cloud AutoML and AI Platform integration for teams that prefer managed tooling.

Advanced Cloud Architecture & Platform Design

We design production-ready, cloud-native environments tailored specifically to your organizational objectives. Leveraging industry-standard framework blueprints, we construct infrastructure topologies that balance strict security controls with seamless scalability and optimal cost-efficiency.

Seamless Cloud Migration & Multi-Cloud Deployment

Whether migrating legacy workflows from on-premises infrastructure or transitioning between environments, we execute highly coordinated, zero-downtime migrations. We specialize in deep, native engineering across Google Cloud Platform (GCP) and Microsoft Azure, ensuring workloads are micro-segmented and optimized for performance from day one.

Declarative Infrastructure & Platform Automation

We eliminate manual operations by treating infrastructure completely as code (IaC). Our automated provisioning models enforce structural compliance, drift detection, and self-healing environments, allowing your business to scale systems predictably and securely without operational overhead.

DevOps, GitOps & Site Reliability Engineering (SRE)

We integrate robust automation directly into your delivery pipelines. By implementing advanced CI/CD verification guardrails, GitOps deployment workflows, and comprehensive observability metrics, we maximize system uptime and empower your development teams to ship features faster and with absolute confidence.

Where we work

We are based in Staffanstorp, Skåne, and deliver across the Öresund region:

AI Consultancy & Assistance — FAQ

What does an AI consultancy do?

An AI consultancy helps organisations plan, build, and operate their AI and cloud infrastructure — from strategy and architecture to hands-on engineering. Cloud Ape provides senior-level assistance across GPU infrastructure, LLM serving, RAG, and MLOps so your AI initiatives reach production reliably.

How can Cloud Ape assist with our AI project?

We provide end-to-end assistance — architecture reviews, infrastructure build-out (NVIDIA DGX, Kubernetes), model serving (vLLM), RAG pipelines (Qdrant), and ongoing operations (SRE, GitOps). You get direct access to a senior engineer, not a junior account manager.

Do you offer consulting for GPU infrastructure and NVIDIA DGX?

Yes. We operate bare-metal NVIDIA DGX systems and advise on procurement, deployment, GPU Operators, high-throughput storage, and observability for distributed training and inference.

Where do you provide consultancy services?

We are based in Skåne, Sweden and serve clients across Sweden and the Nordics, and remotely across Europe. We work in Malmö, Lund, Staffanstorp, and the wider Öresund region.