Ask before prescribing.
Clarify the decision or workflow, its constraints, and what would make a change useful. AI is one possible tool alongside analytics and conventional automation.
About Analytics City
Analytics City is a founder-led consultancy in Vancouver, Canada. We help organisations prepare their people, data, and business knowledge for AI—then build useful solutions.
Meet the founder
The connection between a business question and a technical solution is where the work begins.
Güven brings business analysis, data engineering, and applied AI development together. His approach connects an organisation’s goals with the information, definitions, and operating responsibilities that delivery depends on.
His published writing explores data governance and autonomous analytics. Analytics City’s public product work includes Campsul, a school information experience built around public British Columbia education data.
Connect with Güven on LinkedInA few working principles
Technical choices become more useful when they follow a clear business purpose.
Clarify the decision or workflow, its constraints, and what would make a change useful. AI is one possible tool alongside analytics and conventional automation.
The people who know the process need time and a clear role. Definitions, exceptions, and relationships belong in the solution, alongside the data.
Evaluation, adoption, support, and maintenance shape the delivery plan. A useful solution needs an owner and a practical path to improvement.
From thinking to making
School information for British Columbia
Campsul brings public British Columbia education data into a searchable experience for families. It connects school indicators, comparison tools, and a published methodology in one product.
An Analytics City project.
Explore the Campsul projectA useful next step
Tell us what you are trying to improve, where your information lives, and what is getting in the way.