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Ezgi Arslan, PhD.

Ezgi Arslan, PhD.

Industry Analyst
108 Articles
Stay up-to-date on B2B Tech

Ezgi is an industry analyst at AIMultiple.

Research focus at AIMultiple

  • AI agent applications in finance where she combines her finance expertise with emerging AI tools.
  • Sustainability where she relies on her academic research background.
  • Procurement technologies where she bases upon her experience in finance.
  • Surveys and sentiment analysis for user insights where she rests on her academic experience.
  • Network security, including firewalls, firewall management, and orchestration where she applies her industry analysis experience.

Professional experience

Ezgi worked both in academia and the industry before:
  • Çankaya University as Part-time Teaching Staff
  • TED Ankara College as Education Support Specialist
  • TED University as Teaching Assistant
  • AKFEN Holding Inc. as Finance Specialist

Education

Graduated with a PhD. from the Department of Business and Administration at Bilkent University.

Academic publications

  • Arslan E. and Tanyeri-Günsür B. (2025). Ambitious sons and understanding daughters: investor perceptions of gender and the valuation of family firms". Gender in Management: An International Journal, 1-22, DOI: 10.1108/GM-11-2024-0636.
  • Alp, E. (2024). An Examination of Factors in Financial Asset Valuation. Nişantaşı Üniversitesi Sosyal Bilimler Dergisi, 12 (Special Issue), 60-72. DOI: 52122/nisantasisbd.1467788.
  • Tanyeri A. B., and Alp E. (2023). Law as an external governance mechanism: valuation of family firms in countries with differing judicial protection of shareholder rights. Corporate Governance: An International Review, 1-22, DOI: 10.1111/corg.12484.

Conference presentations

Latest Articles from Ezgi

Enterprise Software
Insight
Sep 15

25 Digital Twin Applications/ Use Cases by Industry

As more sectors explore virtualization, digital twin solutions are gaining mainstream traction. The global market for digital twins is expected to reach $74 billion by 2027, and the proliferation of IoT technology is accelerating this growth.1 See 25 current digital twin applications: Digital twins are increasingly used in the supply chain and logistics industry to…

AI
Insight
Sep 15

Top 7 Methods for Audio Sentiment Analysis

As the number of consumers increases and users’ data accumulates daily, a data explosion is no surprise. Companies use data collection and analytics to improve sales, customer insights, or brand reputation. Even though voice data is the most direct feedback businesses receive from customers, they often overlook its importance. To better understand how customers evaluate…

Agentic AI
Benchmark
Sep 15

Top 15+ AI Financial Research Platforms for Investors

Despite thousands of available financial research tools, many investors struggle with fragmented data, time-consuming manual analysis, and limited predictive insights. AI financial research platforms use natural language processing and advanced analytics to cut research time from hours to minutes. See the top AI financial research solutions with their main services, prices and use-cases: Our experience:…

Agentic AI
Insight
Sep 15

AI Agent Vulnerability with 192 Real-life Incidents

Understanding how AI agent vulnerability makes systems fail, whether through security exploits, guardrail breakdowns, or data exposure, has become critical as these systems take on increasingly autonomous roles in business workflows. To map the real-world risk landscape of AI agents, we reviewed 192 documented vulnerability incidents spanning March 2016 to May 2026, drawing on sources.…

Agentic AI
Insight
Sep 15

AI Agent Sprawl Signs & Checklist to Manage Sprawl

Nearly 80% of organizations have deployed agentic AI.52 Yet only 21% have a mature governance model for these systems. The gap shows up in practice as agent sprawl, a buildup of redundant, ungoverned, and conflicting AI agents across the business. 40% of agentic AI projects is estimated to fail by 2027 due to weak governance…

Agentic AI
Insight
Sep 15

Top 17 AgentOps Tools: AgentNeo, Langfuse & more

Reports put agent observability well behind agent deployment: roughly 85% of GenAI deployments run without observability, while the tooling market grows at 30% a year, and 89% of CIOs now rank agent-based AI a top priority. AgentOps refers to tools and platforms for deploying, monitoring, and managing AI agents in production. See leading AgentOps tools,…

Agentic AI
Insight
Sep 15

Top 30+ Agentic AI Companies

Though AI agents are being hyped and some companies rebrand their chatbots as agentic tools, there are still a few agents in production. Previously, we benchmarked several capable AI agents over several real-world tasks. We listed: These companies primarily focus on agentic AI research and development, offering initiatives like ethical AI guidelines and environments for…

Cybersecurity
Feature Comparison
Sep 14

Top 14 Intrusion Detection and Prevention (IDPS/IPS) Tools

At its core, intrusion detection and prevention systems (IDPS) monitor networks for threats, alert administrators, and prevent potential attacks. We listed the best commercial IDS/IPS tools and open source alternatives based on their categories, detection types, and pricing. These vendors provide a security package with enterprise-grade automation, ready-made dashboards, and out-of-the-box integration, along with an…

Cybersecurity
Open World Evaluation
Sep 14

Top 6 Open-Source Log Analysis Tools: Wazuh, Graylog & More

As a CISO in a highly regulated industry with ~2 decades of cybersecurity expertise, I have worked with multiple SIEM-like log analysis platforms. From those, I picked the top 6 open-source log analysis tools. In evaluating these tools, I focused on key factors such as log collection flexibility, real-time event detection, scalability, and support for…

Agentic AI
Open World Evaluation
Sep 11

AI Agent Tools: Comparison of 15+ Platforms

An AI agent reads context, picks a tool, acts, and checks the result before choosing the next step. That loop separates an agent from a chatbot. Agents work as co-pilots: they research, draft, and execute, and a person approves anything consequential. The 15 tools below cover four categories: coding agents, enterprise agent platforms, customer service…