AI Strategy & Advisory
Use-case discovery, build-vs-buy, roadmaps and technical due diligence — translating business goals into a deliverable AI architecture.
AI & Platform Engineering Consultancy
We engineer the
We engineer the
AI systems & cloud platforms
companies run on.
ARNET IT Solutions designs and ships production AI — LLM & RAG architectures, MLOps platforms and the cloud infrastructure beneath them. We deliver projects for companies of every size, from strategy to production.
Clients
Organisations we've delivered for.
From national energy infrastructure and the UK National Lottery to fintech, media and research — teams trust us to build and run what matters.
National Energy Systems Operator
Camelot · UK National Lottery
Third Bridge
Pitney Bowes
Bauer Media
Castrol
HailoCab
Clowd9
Index Capital
Essence Global
IPC Media
Haymarket
The Mill
AMZ Lenders
MQR
Capabilities
Full-stack delivery, from AI strategy to running platforms.
Everything an ambitious company needs to put AI and modern infrastructure into production — under one accountable team.
LLM & RAG Systems
Production retrieval-augmented generation and agentic systems on Azure OpenAI & LangChain — with guardrails, evaluation and grounding.
MLOps & AI Platforms
Scalable model serving, training and lifecycle automation on Kubernetes — Kubeflow, MLflow, Azure ML and Databricks.
Responsible AI & Governance
Model versioning, bias & drift monitoring, data lineage and AI policy frameworks aligned to regulatory and organisational standards.
Cloud & Platform Engineering
Reproducible infrastructure as code across AWS, Azure and GCP — Terraform, Kubernetes, GitOps and multi-account architecture.
DevOps, SRE & Observability
CI/CD pipelines, resilience engineering and full-stack observability with Prometheus, Grafana, OpenTelemetry and Datadog.
Data Platforms
Analytics and AI-ready data foundations — Snowflake, Databricks, Delta Lake and streaming with Kafka and NATS.
Security & Compliance
Security-by-design, secrets management, IAM and certification delivery — PCI DSS, identity federation and cryptography.
Built for the AI era
AI that survives contact with production.
Most AI never leaves the demo. We specialise in the hard part — taking language models, retrieval and agents from proof-of-concept to reliable, observable, governed systems your business can depend on.
RAG & agentic architectures
Grounded retrieval, tool-use and multi-step agents — accurate, traceable, and cost-aware.
Evaluation & guardrails
Hallucination detection, eval harnesses and safety controls wired into CI before anything ships.
MLOps under the hood
Versioning, retraining triggers, drift detection and scalable serving on Kubernetes.
Governance by default
Lineage, audit trails and responsible-AI policy aligned to your regulatory context.
ai_pipeline.tf
1ingest → documents · data · context
2embed → vector store · retrieval
3orchestrate → LLM · agents · tools
4evaluate → guardrails · eval · drift
5serve → K8s · autoscale · observe
How we work
One accountable team, end‑to‑end.
No hand-offs between strategy and engineering. The people who design it are the people who ship and run it.
01 / DISCOVER
Strategise
Workshops to find the highest-leverage use cases and a realistic delivery roadmap.
02 / DESIGN
Architect
Solution architecture, security model and infrastructure designed for production from day one.
03 / BUILD
Deliver
Iterative build with CI/CD, evaluation and observability baked in — not bolted on.
04 / OPERATE
Run & govern
SRE, monitoring, drift detection and governance so the system stays healthy and compliant.
Who we are
A senior team that ships solutions — strategy to production.
ARNET IT Solutions is a team of senior engineers and architects. We design, build and run production AI, cloud platforms and data systems for organisations of every size — from fast-moving startups to national-scale infrastructure.
No layers, no hand-offs. The people who architect your solution are the people who build, ship and operate it — fluent across AI, cloud, data and reliability.
What we deliver
AI systemsLLM · RAG · agents
Cloud & platformAWS · Azure · GCP
Data platformspipelines · warehouses
Reliability & SREobservability · uptime
Security & complianceIAM · controls
Start a project
Let's build your
Let's build your
AI advantage.
Tell us what you're trying to ship. We'll come back with a straight answer on whether — and how — we can help.