Services

Architecture, AI and cloud expertise for growing engineering teams

Four focused practice areas, delivered by a senior architect who has built and scaled systems at Meta, Amdocs and acquired startups.

Enterprise software architecture

Your architecture decides how fast you can move and how much it costs to run. CIRM reviews what you have, finds the real bottlenecks and designs a path forward that your team can deliver incrementally, with no big-bang rewrites.

  • Architecture review and technical due diligence
  • Monolith to microservices, or a well-structured modular monolith when that fits better
  • Multi-tenant SaaS design
  • Latency, throughput and scalability fixes
  • High availability, resilience and security by design

AI & LLM integration

Most AI projects stall between demo and production. CIRM helps you choose the right use cases and build LLM features and AI agents that are reliable, measurable and cost-effective, using public APIs or private, self-hosted models when data can't leave your environment.

  • AI strategy and use-case prioritization
  • Retrieval-augmented generation (RAG) over your documents and data
  • AI agents and tool integrations (including MCP)
  • Evaluation, guardrails, observability and cost control
  • NLP features, MLOps and A/B testing for AI-driven products

Cloud migration & DevOps

Move from on-premises to the cloud, or get more out of the cloud you already pay for. CIRM designs infrastructure that is automated, observable and right-sized.

  • On-prem to cloud migration (AWS, GCP, Azure)
  • Docker and Kubernetes platform design
  • CI/CD pipelines and infrastructure as code
  • Monitoring, logging and tracing
  • Cloud cost and performance optimization

Engineering velocity

Great engineers slowed down by slow builds, flaky tests and manual steps is the most expensive problem in software. CIRM removes the friction.

  • Developer environment and tooling improvements
  • Test automation strategy and implementation
  • Adopting AI coding assistants safely and effectively
  • Total ownership of software projects, from inception to completion

Not sure where to start?

Tell us what you're trying to achieve and we'll suggest the highest-impact first step.

Book a meeting [email protected]