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Ezgi Arslan, PhD.

Ezgi Arslan, PhD.

Industry Analyst
97 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

AI
Benchmark
Jun 29

Top 15 AI Excel Tools Benchmarked

79% of companies claim to have adopted AI agents, and two-thirds of those users say these agents have boosted productivity in measurable ways.1 We test and compare 15 AI Excel tools to see how they handle real spreadsheet work. We ran two benchmarks. Quadratic and GPT for Excel scored the highest. Summary of other results:…

Agentic AI
Insight
Jun 29

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.…

AI
Benchmark
Jun 23

Top Emotion AI Tools Tested

Large language models and emotion AI can detect feelings from voices, faces, and data, and generate video or audio from prompts. We evaluated the emotion detection capabilities of two emotion detection software tools and seven large language models using 70 face images. In this benchmark, GPT o4 Mini High stood out by correctly identifying emotions…

AI
Benchmark
Jun 23

Top 10 AI Word Document Generators: Reviewed & Tested

Generative AI tools are now widely used to address everyday business challenges, such as drafting documentation or managing workflows. 68% of managers recommend generative AI tools to support their teams in the US, and 86% report that these tools were effective in solving real work problems.8 We tested AI writing tools that assist teams in…

AI
Benchmark
Jun 23

Top 20 AI-Generated Text Detectors Comparison

We conducted a benchmark of the most commonly used 10 AI-generated text detector. Here’s a quick summary of our findings: Explore detailed feature & pricing comparison of the top 20 AI-content detectors, along with benchmark results, and the AI detection models powering these tools: For details on the benchmark, read AI content detector tools benchmark…

Cybersecurity
Open World Evaluation
Jun 11

Top 5 ZTNA Open Source Components

ZTNA is replacing VPNs in many organizations as part of a broader move toward zero-trust security.23 ZTNA open-source tools offer a cost-effective way to authorize access at each layer, securing remote access to resources. Explore the top 5 ZTNA open source solutions: For businesses See also the key considerations for selecting a ZTNA solution, and…

Cybersecurity
Open World Evaluation
Jun 1

Top 10+ ZTNA Solutions: Ratings, Size & Pricing

With around 22 million U.S. adults (~14% of the total employed population) working from home full-time,33 secure remote access is critical. Zero-trust network access (ZTNA) solutions address this need by ensuring that only authenticated, authorized users have access to sensitive resources. The ZTNA market is now valued at ~$30B in 2026 and is projected to…