The problem with AI rollouts is rarely the AI. It is the gap between a tool that works in a demo and workflows that hold up under real conditions with real teams.
My background is infrastructure — data centers, hybrid cloud, network architecture, systems management at scale. I bring that same rigor to AI workflow design: clear structure, defined handoffs, and no ambiguity about what gets delivered.
What I Deliver
How Engagements Work
Scoped upfront.
Fixed fee.
No surprises.
Every engagement starts with a defined scope, a fixed price, and a clear deliverable. Work begins only when we agree on exactly what gets done.
The goal is always self-sufficiency. When the engagement ends, your team should be able to operate without me. That is what a successful outcome looks like.
- Scope defined before work begins
- Fixed fee, invoiced through 17571011 Canada Corporation
- GST collected and remitted
- Time-boxed delivery, typically days to weeks
- No open-ended retainers
- Team operates independently at close
Background
Let's talk about your rollout.
If your team is navigating AI adoption and needs someone who thinks in systems and workflows rather than demos and hype, that is the conversation I am built for.
17571011 Canada Corporation · GST/HST BN: 714638764 RT0001 · Surrey, British Columbia
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