AI Consulting
AI consulting, built by engineers who ship code — not slideware.
We embed with your engineering teams to bring Claude and agentic AI tooling into real production workflows — safely, incrementally, and with the same rigor we bring to every technical engagement since 2001.
What we do
Claude Code Enablement Programs
Hands-on coaching to roll out Claude Code across engineering teams — workflows, guardrails, context conventions, and measuring impact on delivery speed and quality.
Custom MCP & Agent Tooling
Design and development of Model Context Protocol servers that connect Claude to your internal systems — from support tooling to production debugging workflows.
AI-Augmented SDLC Design
Embedding AI into test-driven workflows, code review, and CI/CD pipelines without sacrificing engineering discipline or code quality.
AWS Bedrock & LLM Platform Integration
Architecting Claude and Bedrock integrations into existing JVM and cloud-native systems, including high-throughput microservice environments.
Executive & Team AI Coaching
Pragmatic AI adoption coaching for engineering leadership, grounded in two decades of Lean/Agile change-management experience.
Agentic Workflow Design
Designing multi-agent and tool-use workflows for real engineering tasks — code generation, test authoring, and production incident response.
Why an AI consulting firm with 20+ years of delivery experience
Most AI consultancies are new. We aren't. Our recommendations on where and how to adopt Claude Code and agentic tooling are grounded in real production constraints — Kotlin/Vert.x microservices running at billions of requests a day, security-conscious federal government environments, and decades of hard-won lessons about what actually survives contact with a real engineering organization. AI enablement that respects your delivery discipline, not one that asks you to abandon it.
Recent AI engagements
Abercrombie & Fitch
Coaching engineering teams on Claude Code and Cursor adoption for design, test, and code generation. Built a Model Context Protocol integration (via Spring AI) connecting internal support tooling to accelerate production issue debugging.
Grindr
Embedded use of Claude Code and Cursor across the software delivery lifecycle for Kotlin/Vert.x microservices serving billions of requests per day, alongside AWS Bedrock integrations.
Bring Claude into your SDLC the right way.
Let's talk about your AI enablement roadmap — where to start, how to measure it, and how to keep engineering discipline intact.
Talk to Us About AI Enablement