AI Ops Consulting
Your organization doesn't have an AI tool problem. It has an AI operations problem. The gap between “we tried ChatGPT” and “AI is embedded in how we work” is an architecture gap — and architecture is what we build.
Book a Discovery CallThe Problem
Most organizations are stuck in an endless cycle of AI experimentation that never becomes capability.
The hard truth:
The pilot worked. Your organization didn't. You don't need another demo. You need an operating architecture.
What We Do
How should your organization actually work with AI? We design the roles, workflows, decision gates, and governance that turn AI from a tool into an operating capability.
AI without governance is a liability. We build the decision frameworks, risk tiers, approval flows, and audit trails that make AI safe to scale — governance that enables speed, not bureaucracy that prevents it.
Where does AI add the most value in your actual work? We map your processes and data flows, identify high-leverage intervention points, and design AI-augmented workflows that produce measurable improvements.
The real value of AI isn't automation — it's compounding. We design knowledge systems where every AI-assisted output enriches future work. Your organization gets smarter with every project.
Engagement Models
Every engagement is scoped to where you are. Start with Discovery, go as deep as you need.
Best for: Organizations at the beginning of their AI journey, or stuck after failed pilots
What Happens
What You Get
Best for: Organizations ready to architect a specific AI initiative
What Happens
What You Get
Best for: Organizations ready to implement and operationalize
What Happens
What You Get
Best for: Organizations with operating AI systems that need strategic steering
What Happens
What You Get
Our Approach
We define success as a measurable state change — not hours logged or deliverables produced. Every engagement has clear before/after criteria.
We don't create dependency. We encode capability into your organization's systems. You keep getting smarter after we leave.
Every engagement includes explicit trust mechanisms — process transparency, artifact proof, reversibility, accountability hooks. Trust isn't a feeling. It's architecture.
We're not figuring it out as we go. 200+ delivery patterns across strategy, design, and execution — refined through real engagements.
Client Voices
From federal directors to program executives — what clients say after working with us.
“The input I have seen is great and helpful for me to open up discussions with my DG. The engagement process was extremely productive and impactful.”
Director, Program Operations Branch
Government of Canada
Employment & Social Development Canada
“The foresight work gave us a vocabulary for decisions we didn't know how to frame. That clarity was the most valuable deliverable.”
Executive Director, Strategic Planning
Government of Canada
Environment & Climate Change Canada
“Working with Craig’s teamchanged how our team thinks about planning and process. Using rich visual process maps and layering in detail really helped us to understand where there are high leverage opportunities for improvement and automation.”
Project Executive, Benefits Modernization
Government of Canada
Employment & Social Development Canada
Also in Services
AI Literacy Training
Transform team capability
Team-wide AI fluency in days, not months. Executive briefings to full practitioner programs built for government and enterprise.
Agentic Systems
Build autonomous intelligence
Custom AI agent pipelines that connect your data, your processes, and your people. Built to run without constant maintenance.
Every consulting engagement starts with a Discovery conversation. We'll assess where you are, identify the highest-leverage opportunities, and design the path forward.