Free bottleneck review Practical AI implementation
I help businesses identify worthwhile uses for AI, choose a sensible first implementation, and give the people doing the work a clear way to use it. Projects can be delivered remotely wherever there is a strong fit.
The practical outcome
Useful AI can help a team research, draft, sort, search, summarize, respond, and make repeatable decisions. The right implementation fits the workflow, protects human judgment, and removes friction instead of adding another tool.
What the work can include
The scope follows the problem. You get a clear recommendation before committing to a larger project.
Map repetitive, information-heavy, or decision-heavy work and rank possible AI uses by value, effort, risk, and readiness.
Build or configure one useful workflow first. Keep the scope small enough to learn quickly and specific enough to measure.
Help people find internal answers, work through documents, prepare drafts, organize research, and reuse trusted business knowledge.
Give leaders and teams practical guidance, examples, and guardrails so the implementation becomes part of the work instead of a forgotten experiment.
A focused way to begin
Good technology work makes decisions visible and earns each next step.
Start with work that is frequent, expensive, slow, or frustrating. Define what a useful result would change.
Create a controlled first version using the smallest sensible combination of AI, existing tools, and human review.
Refine the instructions, inputs, review steps, access, and training. Expand only after the workflow is genuinely useful.
Relevant work
These examples show the range from customer-facing websites to internal workflows and complex products.
An evolving platform for creating, organizing, and sharing structured content with AI tools built into the workflow.
View the work Decision-support workflowA private working example that gathers business information, explains why a lead may be relevant, and keeps final decisions with a human reviewer.
View the workVancouver Island, Greater Vancouver, and beyond
I can work in person with businesses on Vancouver Island and in Greater Vancouver by arrangement. The same focused AI work is also available remotely to teams across Canada and beyond. Explore local service options
Common questions
It means choosing a specific job where AI can save time or improve consistency, then fitting it into the way the business already works. It may involve an existing AI product, a connected workflow, or focused custom software.
Not usually. A clear problem, a responsible first use case, and a way to judge the result are more useful than a large strategy document.
Yes. Training can cover practical use, better instructions, review habits, privacy considerations, and examples drawn from the work your team actually does.
Not by default. The first question is where AI can improve the current workflow. Replacing a system only makes sense when the existing limitation is the real problem.
Bring the business problem
You do not need to know the technical answer. Tell me what is costing time, creating friction, or holding back growth. A free 30-minute conversation about what is actually limiting the business, and whether technology is the fix.
Find your bottleneck