AI consulting and custom AI development services
Published April 9, 2026. Covers how I scope AI products, automation systems, and production-ready workflows for growing businesses.
View cited pageFull-Stack & AI Engineer
Vancouver AI consulting work usually sits close to product and operations — internal copilots, knowledge workflows, customer-support augmentation, and AI features that must ship without ballooning cloud spend. Teams here care about speed and quality at the same time, which is the right pressure to have.
Vancouver's market blends SaaS, agencies, climate tech, e-commerce, and product teams spread across North American time zones. The work here is often remote-first, fast-moving, and shaped by companies that need senior execution without building a large internal platform team.
Published April 9, 2026. Covers how I scope AI products, automation systems, and production-ready workflows for growing businesses.
View cited pageUpdated April 11, 2026. Progressive web app for live staffing, reporting, and client workflows — a concrete example of automation-heavy product delivery.
View cited pagePublished March 11, 2026. Explains where assistant workflows create value and how custom AI systems get deployed and supported.
View cited pageShort, free call to understand the problem, success metrics, constraints, and existing systems. You leave with a direction regardless of whether we work together.
A fixed-scope proposal with concrete deliverables, a timeline, and a pricing structure that matches the risk profile of the work.
Small, working prototype in days — the goal is to prove the approach, catch hidden blockers early, and validate the value with real data.
Harden the prototype into a production system: APIs, evaluation, monitoring, error handling, and security hardening.
Documentation, runbooks, and a walk-through for your team. Optional retainer for ongoing support, model updates, and feature work.
Yes. I take on ai consulting engagements with clients in Vancouver and across the Metro Vancouver. Most work runs remote-first with in-person touchpoints where useful, and I'm used to the British Columbia business environment.
Vancouver work in this service area usually comes from saas, climate tech, e-commerce teams that need a senior partner to scope the work clearly and ship it without adding process overhead.
The work is scoped around Vancouver, but delivery usually extends across the wider Metro Vancouver and remote-first teams that need the same service.
Custom AI products, internal automations, AI assistants and copilots, document and knowledge workflows, AI-powered search and RAG systems, and AI features embedded in existing SaaS products. I work on both new builds and retrofits.
Both. The choice depends on quality, latency, cost, data residency, and operational complexity. I will recommend the option that best fits the problem, not a model family I am loyal to.
How Milan helps companies plan, validate, and ship custom AI products, automation systems, and production-ready workflows.
Where AI assistants create real business value, how custom assistant systems are built, and when OpenClaw setup makes sense.