About

Dr. Orhan G. Yalçın — Founder, AI Operator & Venture Builder

I build AI-first companies and intelligent systems that help businesses turn data, workflows, and expertise into measurable operating leverage.

I am the Founder & CEO of Vizio AI and Vizio Ventures, where I work with mid-market companies, founders, and operators to move AI from experimentation into execution.

People usually come to me when they know AI can create value, but need a clear system for turning that ambition into business outcomes.

Work with Vizio AI Build with Vizio Ventures

Founder & CEO
Ph.D. in Explainable AI
Law-trained AI strategist
Builder of AI-first companies

Thesis

“AI only matters when it changes how an organization sees, decides, and acts.”

Origin Story

From law to intelligent systems.

Koç University — Law & Business
Allen & Overy
The World Bank Group
Endeavor Turkey
Legalist — Co-founder
Ph.D. — Law, Science & AI
Vizio AI & Vizio Ventures

My path into AI did not start with software.

It started with law, business, and a deep interest in how complex systems make decisions.

I studied law and business at Koç University, trained as a lawyer, and worked on large-scale legal, financial, and corporate matters. That experience taught me how institutions manage risk, structure decisions, and operate under pressure.

But I was increasingly drawn to a different question:

What happens when intelligence itself becomes part of the operating model?

That question led me into data science, machine learning, and eventually a joint Ph.D. in Law, Science and Technology, and Artificial Intelligence. My research focused on explainable AI and the right to explanation — long before AI governance became a boardroom topic.

Along the way, I worked across different worlds.

At Allen & Overy, I saw how high-stakes legal and financial systems operate. At The World Bank Group, I worked on data and policy-oriented analytics. At Endeavor, I supported entrepreneurial ecosystems and technology mapping. As co-founder of Legalist, I helped build one of Turkey’s first automated legal document generation platforms, serving around 1,000 users.

Each step shaped the same belief:

Technology is valuable only when it improves judgment, coordination, and execution.

That belief eventually became the foundation for Vizio AI.

The Work Behind The Work

Before I built AI-first companies, I studied how intelligent systems are built, governed, explained, and turned into economic value.

My academic and professional path was not separate from the work I do now. It was the foundation for it. I studied the technical layer of AI, the legal structure of digital economies, the trust layer behind explainable systems, and the operating logic required to turn intelligence into useful products and companies.

Technical

The technical layer

I wrote Applied Neural Networks with TensorFlow 2, an applied deep learning book focused on building neural networks and AI systems with Python and TensorFlow. It grounded my understanding of how AI systems actually work beneath the strategy language.

Digital Economy

The digital economy layer

My master’s thesis examined the taxation of cryptocurrencies and initial coin offerings — an early look at how new digital assets challenge existing legal, financial, and economic systems.

Trust

The trust layer

My Ph.D. focused on explainable AI, GDPR, the right to explanation, and trustworthy XAI systems — how AI can remain understandable, accountable, and usable in real institutions.

Operating

The operating layer

Today, I bring those layers together through Vizio AI and Vizio Ventures: building AI-first systems, products, workflows, and companies that turn intelligence into execution.

The throughline: models, markets, trust, and operating systems.

What I Build

Systems that turn scattered information into structured action.

Most companies do not suffer from a lack of tools. They suffer from fragmented data, slow decision loops, unclear ownership, manual workflows, and intelligence that never reaches the point of execution.

Visibility

Helping companies see what is happening across data, teams, markets, and operations.

Revenue visibility and signal detection
Executive dashboards and decision systems
Data maturity and analytics infrastructure

Execution

Turning intelligence into repeatable workflows, decisions, and structured action.

Workflow automation and operational leverage
AI-enabled business processes
Governance-aware AI implementation

Creation

Building new products, internal platforms, and AI-native systems with clear operating logic.

AI-native MVPs
Internal platforms
Vertical intelligence products
Productized service systems

The goal is simple: help organizations see better, decide faster, and execute with more leverage.

Evidence of a Systems Mind

Different disciplines. One way of seeing systems.

My work has moved across law, AI research, data infrastructure, automation, and venture building. The fields changed, but the pattern stayed the same: understand complex environments, make them explainable, and turn them into systems people can use.

Law gave me structure.

Legal training shaped how I think about institutions, risk, incentives, and decision-making under pressure. It taught me to look for the hidden architecture behind complex systems.

AI research gave me explainability.

My Ph.D. work focused on explainable AI and the right to explanation — how intelligent systems can remain understandable, accountable, and useful to humans.

Data systems gave me visibility.

Through Vizio AI, I work with teams that turn fragmented data, dashboards, automations, and AI workflows into clearer decision systems for companies.

Venture building gave me execution.

Through Vizio Ventures, I help turn early ideas into MVPs, internal tools, SaaS platforms, and AI-native products with a clear path from concept to market.

Company building gave me leverage.

Across both studios, my work points to one larger pattern: transforming expertise, workflows, and intelligence into systems that scale.

The work changes. The pattern does not.

Law: Structure · Risk · Institutions
AI Research: Explainability · Intelligence · Accountability
Data Systems: Visibility · Automation · Decision loops
Venture Building: Ideas · Products · Markets
AI-First Companies: Services · Software · Scale

Where This Work Lives Now

Two studios. One operating philosophy.

The same belief runs through both companies: AI should not live in isolated experiments. It should become part of how organizations see, decide, build, and execute.

Vizio AI

AI-first transformation for companies that need better visibility, automation, and decision systems.

Vizio AI helps mid-market companies modernize operations through business intelligence, AI transformation, workflow automation, data infrastructure, and executive decision systems.

Work with Vizio AI

Vizio Ventures

AI-native product and MVP development for founders and companies building new systems.

Vizio Ventures helps founders and operators turn AI-native ideas into MVPs, internal platforms, SaaS products, and vertical intelligence tools with a clear path from concept to market.

Build with Vizio Ventures

Work With Me

For operators serious about turning AI into business value.

This is for you if

You are a founder, CEO, or operator trying to turn AI ambition into a real operating system.

This is probably not for you if

You want AI theater, isolated experiments, dashboards that never change decisions, or automation without a business outcome.

In both cases, the first question is the same:

What business outcome are we trying to create?

Once that is clear, the technology becomes much easier to design.

If you are building for scale — not hype — we will probably get along.

Work with Vizio AI Build with Vizio Ventures Connect on LinkedIn

Selected Academic Work