ABOUT ME
Mariya Valui
Technology Entrepreneur
Building AI-powered systems to create, operate and scale businesses.
I’m interested in how an idea becomes a working business. That has taken me from planning a document-scanning product and analysing a consumer brand’s business model to my current work on AI business systems. Across these projects, I keep coming back to the same questions: what are we building, how will it work, and how will we know it does?
My current focus is AI systems for business operations. I’m interested in how agents coordinate parallel work, retain context and produce results that can be traced to their sources. I bring product planning, business analysis and commercial thinking to that work.
The consumer-brand work was Nashé, a university venture project where I analysed the business model and routes to market.
On this site, I share my own approach, explain the research that informs it and document project work with its actual status.

Where I focus
AI business systems
Translating a business goal into requirements, decision authority and observable completion criteria.
Agent workflows
Designing for parallel work, changing context and results that retain their sources.
Product and commercial planning
Connecting product ideas with business models, development requirements and routes to market.