Capabilities

The depth behind every engagement.

CloudsAI works across the full arc of building AI — from the model and the silicon it runs on, to the platform around it, to the operating model that turns it into business outcomes.

These capabilities are the depth behind all four pillars — the platform, AI strategy & consulting, enterprise AI services, and AI training.

Applied AI & Intelligence

The AI workload itself — from model, to agent, to fast inference.

GenAI & LLM Engineering

Building production systems on large language and multimodal models.

LLMsRAG Vector DatabasesEmbeddings Semantic SearchFine-Tuning Multimodal AI

Agentic AI & Orchestration

Autonomous, tool-using AI that does work — not just answers.

Agentic AIAutonomous Agents Tool CallingModel Context Protocol AI OrchestrationCopilots Human-in-the-Loop

Inference & Accelerated Computing

Serving models fast and economically on real silicon.

Inference OptimizationModel Serving KV CacheGPU Scheduling Accelerated ComputingLow Latency AI Factory

Cloud & Platform Infrastructure

The platform, data, and operations the workload depends on.

Platform Engineering & Data

The cloud-native substrate and data foundation underneath it all.

Platform EngineeringCloud Native KubernetesMicroservices Event-Driven ArchitectureInfrastructure as Code Data LakehouseFeature Store

Cloud, Hybrid & Sovereign Infrastructure

Workloads that run anywhere — and stay where they must.

Hybrid CloudMulti-Cloud Private CloudEdge AI Sovereign AIWorkload Portability

MLOps, AIOps & Observability

Keeping AI systems healthy, observable and accountable in production.

MLOpsAIOps ObservabilityModel Evaluation Drift DetectionIncident Management Root Cause Analysis

Trust, Delivery & Transformation

Doing it responsibly, shipping it continuously, scaling it across the organization.

Security, Trust & Governance

AI that is safe, compliant and defensible by design.

AI GovernanceResponsible AI Zero TrustDevSecOps Policy as CodeGuardrails Red TeamingCompliance Automation

Delivery & Release Engineering

Shipping changes continuously, safely and reversibly.

Continuous DeliveryGitOps Release EngineeringCanary Releases Blue-Green DeploymentShift Left

Transformation & Operating Model

Turning new capability into measurable business outcomes.

TransformationChange Management Product Operating ModelValue Stream Management Outcome-Based DeliveryOKRs FinOps
Put it to work

See a capability that maps to your roadmap?

Most engagements start with one or two of these and grow. Tell us where you are — we'll bring the right slice of the stack.