Product strategy plus building
Discovery, MVPs, monetization, marketplaces, product systems, App Store launches, pilots, and revenue experiments.
Founder-led AI execution
I help companies turn AI uncertainty into practical training, validation, agents, workflows, and product execution.
Hi, I'm Sergii
I do not teach teams to code. I help them think clearly about products, AI, and execution.
My work sits between business strategy, product thinking, AI workflows, and hands-on execution. I help teams decide what to train, automate, validate, or build first.
Worklayer Agency exists because AI has changed the speed of business experiments. Smaller teams can test ideas, improve workflows, and build useful systems faster, but only if the work starts from a clear business decision.
AI-native workflows
LLMs, prompt systems, AI-assisted development, AI copilots, agentic workflows, and AI productivity systems.
Public proof and education
Articles, YouTube, workshops, conference talks, LinkedIn content, and building in public around product and AI.