A boutique partner for your Context Engine.
CMD+RVL helps you turn your proprietary data and human intelligence into AI-ready context — dedicated resources, real outcomes.
Talk to UsWhat We Do
We help organizations build their own Context Engine — the connective tissue between your data, your people, and your AI systems.
Our team works alongside yours to capture the intelligence hidden in everyday work — decisions, documentation, feedback loops — and organize it into reusable context that powers prompts, agents, and custom-trained models.
How We Work
Context Discovery
We learn how your data and teams operate today — mapping the flow of knowledge, not just the flow of data.
Context Architecture
We design a Context Engine tailored to your stack and outcomes — from ingestion to AI integration.
Outcome Delivery
We stay with you through execution — ensuring the context we build actually improves your results.
Why Partner With Us
CMD+RVL is not a staffing firm or a generic automation platform.
We're a small, dedicated team that integrates deeply with yours.
What makes us different:
- Dedicated to your outcome. Every engagement is measured by business results, not billable hours.
- Human + technical. We blend data engineering, AI, and human understanding.
- Flexible collaboration. Advisory, build, or co-delivery — whatever moves your context forward.
- Proven accelerators. Outcome Readiness, Integration Clarity, Audit Continuity, and AI Grounding modules are ready to deploy.
Examples of Work
Procurement Optimization Firm
Connected spend data, supplier metrics, and buyer notes to deliver an AI-augmented sourcing dashboard.
Financial Data Provider
Unified siloed datasets and analyst annotations into a single knowledge graph used by AI copilots.
Real Estate Investment Manager
Captured asset-level context and human judgment to ground LLM-powered reporting workflows.
Let's build your Context Engine.
Whether you need advisory, architecture, or full delivery — CMD+RVL is ready to help.