Who this is for.
Software companies, cleantech teams and service businesses handling product information, support questions or research.
Test the handoff between technical work and business work.
A growing product team may have specifications, support notes and commercial information in different places. A pilot can test whether an assistant finds the right approved source and prepares a useful draft without publishing or changing the underlying records.
Three project ideas to discuss.
Product knowledge assistant.
Use a defined product document set and test questions from support and sales. Mark unsupported features and outdated material for human review.
Research briefing workflow.
Gather permitted sources, prepare a structured brief and separate sourced statements from open questions. A reviewer checks the evidence before distribution.
Local model feasibility.
Test the task on agreed hardware and compare quality, speed and dependencies. Map storage and external tools alongside the model itself.
These are illustrative starting scopes. They are not client case studies or promised outcomes.
The decision to make before production.
Keep customer-facing changes behind an explicit approval step. Record which tools the prototype can read, which actions it can perform and what happens when a source is unavailable.
Bring this to the first conversation.
Bring one product or support task and the current handoff. We will discuss a small evaluation before proposing integrations or ongoing operation.
Download the project brief checklist ↗
Work with an Alberta-based team remotely.
Andrés Garcia Quirarte is based in Sherwood Park, Alberta. We arrange phone or video discussions around your team’s Pacific time schedule. We confirm scope, reviewers, file transfer, price and timing before paid work. This page describes service for Vancouver businesses; our physical base is in Alberta.
Why these project ideas fit the market.
Metro Vancouver’s industry mix includes high-tech, cleantech, digital media and entertainment. The examples above are our suggested starting points for buyers in those sectors, rather than findings about every local business.
Market context: Invest Vancouver key industries ↗. These organisations are reference sources, not represented partners.
Related services.
- Local AI deployment: Test whether local language models fit your documents, hardware and day-to-day work.
- AI agent development: Build and test scoped AI agents, tool connections and workflows with visible human review.
- Applied AI pilots in Canada: Explore a business AI idea through a small pilot with clear inputs, comparisons and review.