Illia is a Product Manager who started as a BA. 15 years owning products across Banking, Fintech, Aviation, and MedTech — industries that don't forgive poor requirements practices.
Previously at




Workshops
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Lightning Lessons
Free, interactive sessions to explore new topics
Lightning Lesson30 minutes

Set Up a Workspace for Agentic Requirements Authoring
LIVE·Tue, Sep 29, 11:00 AM
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Stop Your AI From Inventing Product Requirements
LIVE·Tue, Oct 13, 11:30 AM
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Set Up Product Context So AI Writes Your Next PRD
LIVE·Tue, Oct 27, 12:30 PM
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Stop Your AI From Inventing Product Requirements
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How to Set Up Context So AI Writes Your Next PRD
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Prompt kit + templateFree

Context Workspace — 3-Prompt Starter Kit + PRD template
Three prompts that build an AI workspace turning raw inputs into context artifacts, then writing your PRD from them.
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Discovery CallFree

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20-minute call
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skillFree

Stop AI From Inventing Requirements with two SKILLs
Context Extractor + EARS requirements formatter
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Alumni reviews
Arsenii
Live cohort
Business Analyst · NDA
Context Architecture for Business Analysts and Product Owners
Be ready to invest time: you build the system for your own product, you can't copy 1 to 1, but the workshop gives a solid starting point. After a month of working with the context system I already see benefits.
I exported several of my existing specs and had the AI derive a standard spec structure from them. Now my workflow is: I load the context, give one command, and the AI creates the spec in Markdown plus a folder of task files based on it. What's left for me is pasting the spec into Confluence and the tasks into Jira. I spend significantly less time on the operational part of my job - authoring documents.
Early outputs needed many edits, mostly formatting. Each correction goes back into the skill, so the same fix is never needed twice. I've since built two skills and and have plans to build more.
Viktoriia
Live cohort
Ilya accommodated our use cases and helped us from A to Z. Now we can set up an AI framework for our needs

