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Ezgi Arslan, PhD.

Ezgi Arslan, PhD.

Industry Analyst
109 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

Cybersecurity
Open World Evaluation
Aug 27

Top 7+ Open Source Firewall Options: Features & Types

Network security statistics reveal that Open source firewalls provide a cost effective solution to network security. Explore the features, types, and challenges of top open source firewalls as well as a comparison of open source firewalls and commercial firewalls: * Based on data from B2B review platforms ** Based on data from LinkedIn Inclusion criteria:…

Cybersecurity
Insight
Aug 27

7 Network Security Use Cases

Network security protects the systems, traffic, and accounts that run an organization. We examine seven network security use cases each a real-world example, ranging from detecting insider threats to managing privileged access. Malicious insiders account for a large share of reported security incidents,6 making it hard to distinguish normal activity from harmful activity, since these…

Agentic AI
Insight
Aug 27

Agentic AI for Cybersecurity: 10 Use Cases & Examples

Agentic AI refers to AI systems that combine models like large language models (LLMs) with automated workflows, tool integration, and decision support. These systems assist security teams in SecOps and AppSec by analyzing alerts, automating routine tasks, and supporting investigative work. Explore structured, real-world use cases of agentic AI in cybersecurity, as well as what…

Agentic AI
Open World Evaluation
Aug 27

Top 15 Accounting AI Agents

Tools like Dext, AutoEntry, and Hubdoc have automated data extraction and transaction posting. But these systems are fundamentally still rule-based, often requiring accountants to jump between spreadsheets. Thus, after reviewing the documentation and watching demos, we picked the top 15 AI-based accounting agents: The demos below show how accounting agents handle different tasks. In this…

Agentic AI
Insight
Aug 27

AI Agent Traps: 20 Real-Life Incidents

AI agent adoption has outpaced AI agent security: 82% of enterprises now deploy agents, but 44% have policies to secure them,32 and one in five organizations has already experienced an agent-related breach.33 We analyzed 20 real-world security incidents and found that behavioral control and systemic traps (not prompt injection) now drive the majority of critical…

AI
Benchmark
Aug 27

Top Emotion AI Tools Tested

We tested 12 vision-capable large language models on 70 labeled face photographs, five times each, to assess how accurately they identify the emotion on a human face. The highest score is 67%, no two models in the test are statistically distinguishable, and the cohort reads anger at 22%. In addition, we explore ten leading emotion…

Enterprise Software
Feature Comparison
Aug 26

Ninjaone Review: 15 Capabilities for Enterprise IT

NinjaOne serves IT units in 40,000 businesses. Its platform includes endpoint control, monitoring, security, backup, and service operations. NinjaOne has market-leading performance on patch management and RMM. Each section explains our experience with NinjaOne and its performance: Endpoint management tools help IT teams control, monitor, and update all devices (Windows, macOS, Linux) from one system.…

Cybersecurity
Feature Comparison
Aug 26

Top 10 Free USB Blocking Software

Data loss prevention software uses USB blocking to prevent data breaches by blocking data exfiltration via USB drives and other removable storage devices. Control over peripheral devices, such as USBs, includes whitelisting and blacklisting, authorizing read-only access, and enforcing predefined policy rules. If you are looking for a USB blocking software solution that can support…

Enterprise Software
Open World Evaluation
Aug 26

Best 9 Network Monitoring Tools in Windows

We tested network monitoring tools designed for Windows environments to evaluate their performance in real-world deployments. Our goal was to find solutions balancing reliability, usability, and deep integration with Microsoft systems. Protocol Support: Tools needed to handle multiple communication protocols: SNMP, TCP, ICMP, and IPMI. Compatibility: Each tool had to work smoothly with Windows Servers…

Cybersecurity
Feature Comparison
Aug 26

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…

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