Why this matters
AI projects stall when they start with a tool rather than a defined workflow, accountable owner and measurable result.
Key decisions and takeaways
- AI opportunity assessment
- Content and service workflows
- Analytics and knowledge use cases
- Human review and governance
A practical framework
Diagnose the commercial problem
Define priorities and measurement
Build the right acquisition system
Improve, learn and scale
Vancouver relevance
Metro Vancouver is competitive, geographically nuanced and operationally expensive. We connect local visibility with positioning, conversion, follow-up and measurement so the channel plan reflects the whole business.
Questions clients ask
Where should a business start with AI?
Choose one high-friction workflow, define the desired result and risks, then run a controlled pilot with human review.