Anjelika Votintseva
Business Systems Analyst & Human-Centered AI Researcher

Understand the system.
Improve the work.
Use AI where it helps.

I help leaders and technical teams make complex business challenges easier to understand and act on. I analyze how goals, people, processes, information, and technology connect—then help define what needs to change and where AI can support human work.

About

I connect business needs, systems thinking, and human-centered AI.

Complex challenges rarely sit in one department or one process. I help organizations see how the parts fit together: what people need, how work happens, where requirements or decisions are unclear, and what may be getting in the way.

My work combines business systems analysis, structured modeling, and research into how people interact with AI. The aim is to help teams make informed changes and use AI in ways that are useful, understandable, and responsible.

more About Me

Services

How I Can Help

01

Business Systems Analysis & Requirements

I assess how important leadership decisions are currently made, where information breaks down, where bias and risk appear, and how decision quality can be improved before AI is introduced.

Decision Risks Identification & Analysis

I identify where AI can support leaders in analysis, prioritization, risk sensing, and scenario evaluation without replacing judgment, accountability, or strategic responsibility.

Human-Centered AI Research & Adoption

I study how people work with AI and where it can help in practice. Together, we can identify suitable use cases and shape AI-supported workflows that keep people informed and accountable.

Research & Perspectives

A person wearing glasses sits at a desk, contemplating a glowing blue AI infographic titled ‘Improve Decision Quality’ with six hexagonal steps around it (1–6).

Research on Business Systems

How Leaders Can Improve Decision Quality Before Scaling AI

Practical Approach to Change

Decision Risk Mapping: Where AI Helps and Where Human Judgment Must Stay Central

Professional woman studies a glowing blue diagram titled 'From Leadership Tasks to AI Support' about AI-driven decision architecture.

Human-AI Interaction

From Leadership Tasks to AI Support: Designing a Practical Decision Architecture

Let’s clarify your next step

Working through a complex business or AI challenge?
Let’s understand the system, identify what needs attention, and decide on a practical next step.

Get in touch

“AI doesn’t solve bad decision-making — it only accelerates it”

Cassie Kozyrkov
Google’s first Chief Decision Scientist

F.A.Q.

Find answers to commonly asked questions about my methodology and advisory services.

What does Business Systems Analysis mean in your work?

I look at how business goals, people, processes, information, and technology interact. This helps clarify the real problem, the requirements, and the changes that may improve the system.

How do you work?

I begin by understanding the current situation and the people involved. Then we clarify the desired outcome, examine constraints and risks, and identify practical options and next steps.

Who is this work for?

I work with leaders, founders, product teams, and technical organizations facing complex requirements, cross-functional changes, or questions about introducing AI.

What does human-centered AI mean?

It means considering people’s real tasks, needs, and limitations when designing or introducing AI. AI should support useful work while people retain appropriate understanding and responsibility.

What makes your approach different?

I connect business analysis and systems thinking with research into human-AI interaction. This helps teams consider both how a system works and how people will experience and use it.

Anjelika Votintseva
Business Systems Analyst & Human-Centered AI Researcher

Understand the system.
Improve the work.
Use AI where it helps.

About

I connect business needs, systems thinking, and human-centered AI.

Services