About

Twenty years an economist | The last few rebuilding the work around AI

I’m Emin Köksal — Associate Professor of Economics , based in Türkiye. I’ve spent twenty years in competition economics and digital regulation: teaching, publishing, editing a journal, and advising law firms on cases. A few years ago I began rebuilding that work around AI. Now I design AI workflows for competition and regulation teams, train practitioners on legal AI platforms, and run a research program that uses AI as its method. This page is the longer version of that story.

20+years in competition economics
50+publications
1000slegal documents analyzed with AI
11+graduate courses taught
One identity, two tracks

Academic economist and AI consultant — in that order

Consultants who talk about AI tend to skip the hard part: knowing which questions matter. Academics who study it often stop short of using it. I’ve tried to hold on to both.

The economics comes first because it has to. Twenty years of competition cases, regulatory dossiers, and platform economics is what tells an AI workflow which question it should answer. Without that, a “legal AI workflow” is a template anyone could sell.

The AI side keeps the economics current. I use these tools every day, in research and in client work. I write the prompts and playbooks myself before I teach them to anyone. And my recent papers use AI as their method, with the regulatory record itself as the data.

What I do

Four pillars, one body of work

01
#academic

Academic Economics & Teaching

Where it all started: a formal academic record in economics, kept current by teaching every year.

  • Associate Professorship (Doçentlik) in Economics — earned through Türkiye’s national associate professorship examination; the title that would enter a full university post at full Professor rank.
  • 50+ publications across peer-reviewed journals and book chapters in economics, competition, and regulation.
  • Routledge co-editor — The Economics and Regulation of Digitalisation: The Case of Türkiye (Routledge, 2024), with M. Eroğlu and M. Finger.
  • Associate Editor-in-Chief, Competition and Regulation in Network Industries (SAGE Publishing), since 2018.
  • Graduate-level teaching at Bahçeşehir University and other institutions: Generative AI for Economic Analysis, Managerial Economics, Platform Business and Economics, Industrial Organization, Innovation & Competition Policy in Digital Markets, Economics of Climate Change, Law & Economics.
02
#ai-strategy

AI Strategy & Workflow Design (for Organizations)

I help competition, regulation, and economic-analysis teams turn frontier AI tools into infrastructure they can rely on. General-purpose tools for non-confidential work; confidentiality-grade legal AI platforms for client matters. The distinction matters, and I hold it strictly.

What I deliver

  • AI workflow and playbook design for competition cases, regulatory dossiers, and economic analysis.
  • Practitioner training on legal AI platforms — how to use them at depth, and how to build playbooks that compound across matters.
  • Complex prompt and agent design — task-specific prompts, multi-step research agents, and reusable templates.
  • MCP-based research infrastructure — custom Model Context Protocol setups for legal and academic discovery, run from inside the tools practitioners already use.
  • AI adoption advisory for senior leadership — where AI moves the needle in a regulatory or economic practice, and where it doesn’t.
Where the work happens

Since 2015 I’ve worked inside the competition and regulation practice of a leading international law firm. The workflows I design run there first, on live matters. If a playbook doesn’t survive contact with a real case, it doesn’t get taught.

03
#research

AI-Native Research

What began as one paper has become a research program: using AI to ask competition-law and economics questions that were too large to ask before.

AI-powered analysis of legal corpora — turning regulatory text into research-grade economic evidence. Pairs large-scale legal-text analysis with citation networks and economic interpretation.

Flagship projects

Published, SSRN 2025 · with C. Peker and M. Uyer
AI analysis of 3,369 Turkish Competition Board decisions

A quarter-century of the Board’s decisions, treated as a single coherent dataset. Combines NLP and economic methods to find patterns no manual review could.

Forthcoming working paper
The Competition Board’s “Intellectual DNA”: A Citation Network and Case Law Mapping Analysis

Maps how authority, precedent, and reasoning move through the agency’s case law over time.

The interesting part isn’t the speed. Treating the regulatory record as a structured, queryable corpus changes which questions are worth asking — and the literature is only beginning to use these methods seriously.

Explore the research
04

Public Thought Leadership

Essays, conference talks, and podcast appearances that carry the other three pillars to a wider audience, in English and Turkish.

Read the writing
Career story

How I got here

My career began at Bahçeşehir University in 2002, as a research assistant. Over the next two decades I moved through Assistant Professor, Vice Dean of the Faculty of Administrative and Economic Sciences, Program Coordinator of the Financial Economics Graduate Program, and Associate Professor — earning the formal Doçentlik (Associate Professorship in Economics) along the way.

The research centered on industrial economics, competition policy, platform economics, and digital regulation. In 2015, I began working as Economic Consultant at Dentons, providing expert economic analysis in competition and regulatory matters across electricity, banking, telecoms, retail, cement, petroleum, and digital platforms. In 2018, I became Associate Editor-in-Chief of Competition and Regulation in Network Industries (SAGE Publishing). In 2024, I co-edited The Economics and Regulation of Digitalisation: The Case of Türkiye (Routledge).

Then came AI. I started with the obvious uses — summarizing, drafting, saving time — and kept going until the tools were doing real analytical work. That rebuild is what the AI Strategy and AI-Native Research pillars on this site describe. These days I design AI workflows for competition and regulation teams, train practitioners on a leading European legal AI platform, build MCP-based research infrastructure, and teach a graduate course on Generative AI for Economic Analysis — alongside the courses I’ve been teaching for years.

Education: PhD in Economics, Marmara University (2008). MA in Public Finance, Galatasaray University (2004). BA in Economics, Galatasaray University (2001).

Affiliations

Where I serve

  • Istanbul Center for Regulation (IC4R)
    Deputy Director
    since 2019
  • Network-Industries.org
    Member
    since 2019
  • TÜSİAD (Turkish Industry & Business Association)
    Member of three working groups: Climate Change & Environment (since 2019), Information and Communication Technologies (since 2018), and E-commerce (since 2018)
  • US-Turkey Business Council
    Member, Digital Economy Advisory Board
    since 2017
  • International Atlantic Economic Society
    Lifetime Member
    since 2012
Off the page

A few things outside the work

I live at the intersection of the Aegean and the Mediterranean. Off the page, it’s gravel cycling and amateur astronomy — two hobbies that reward patience and good instruments. I collaborate remotely worldwide.

Want to work together — or just compare notes?

I’m always glad to hear from practitioners in competition and regulation, academics working on AI methods, journal editors, conference organizers, and anyone building serious AI infrastructure for analytical work.