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.