Founder-led AI advisory. From analysis to implementation.
Ksenai helps businesses understand and improve how they appear in AI search, and develops focused AI assistants built around their business knowledge and workflows. The work combines data science, AI product thinking, structured knowledge, and implementation.
Founder-led advisory for the AI search era.
Ksenai is led by Ksenia Zybkovets and combines 25+ years in data science and analytics with direct work on AI systems, agents, and answer workflows.
AI advisory grounded in data science and product development.
Ksenia works directly with each client to define the question, assess the available evidence, and agree what to build or improve first. Recommendations and development decisions are tied to the business context and tested against the agreed goals.
Measurement mindset
The work is grounded in ranking, signals, evaluation, and decision systems, applied to AI-generated answers and business visibility.
Hands-on AI work
Ksenai is built on direct work with AI systems, agents, and answer workflows, including client assistants such as MintYachting's Super Yacht Concierge, so recommendations reflect what it takes to build and test an assistant.
Business prioritization
The goal is to identify what should change first: service clarity, proof, categories, FAQs, source signals, or answer structure.
Purpose-built agents for structured visibility analysis.
Ksenai uses AO Engine, a working system of AI agents developed in-house, to help structure questions, review AI-generated answers, and organize findings. The agents support the analysis. Strategy, priorities, and final judgment stay human.
Question structure
Agents help organize brand, category, comparison, and buyer questions for AI visibility testing.
Answer review
Agents help examine how AI systems describe the company, what they miss, and which competitors appear.
Human interpretation
Observed answers are assessed in the context of the company’s offer, customer needs, and implementation constraints.
Let's discuss what AI could do for your business.
Whether you want to understand your visibility in AI search, improve how your company is represented, or build an AI assistant, Ksenai can help define the right starting point.