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Ezgi Arslan, PhD.

Ezgi Arslan, PhD.

Industry Analyst
40 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
Open World Evaluation
Jun 23

Top Enterprise AI Assistants by Category & Use Case

Enterprise AI assistants and enterprise AI agents are smart software programs that help employees do their jobs more efficiently using artificial intelligence, especially generative AI and natural language processing (NLP). However, finding the one that fits your business can be tricky. We examined and tested 24 enterprise AI assistants and agents, organizing our findings across…

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
Open World Evaluation
Jun 23

Top 10 Open Source Sentiment Analysis Tools

Sentiment analysis has gained worldwide momentum as one of the text analytics applications. Businesses that have not implemented sentiment analysis may feel an urge to find out the best tools and use cases for benefiting from this technology. Explore the top open source sentiment analysis tools and no-code solutions for businesses looking to pilot sentiment…

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.13 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…

Agentic AI
Insight
Jun 23

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,28 and one in five organizations has already experienced an agent-related breach.29 We analyzed 20 real-world security incidents and found that behavioral control and systemic traps (not prompt injection) now drive the majority of critical…

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.52 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 4

Top 3 Open Source Firewall Audit Tools Compared

Open-source firewall audit tools enable IT teams to assess whether their firewalls are properly configured without incurring high costs. However, mid-market and enterprise companies may explore closed-source firewall audit software for more comprehensive solutions. Explore the key players in open source firewall audit tools, providing a comprehensive overview of their features, benefits and drawbacks: *…

Data
Benchmark
Jun 3

Top 3 Synthetic Document Generators Benchmarked

Synthetic document generators create annotated, realistic document images that help train and evaluate machine learning models without relying on large, manually labeled datasets. We benchmark 3 synthetic document generators, Genalog, DocCreator, and Tonic Textual, by creating more than 2,500 synthetic documents, comparing their effectiveness in realistic layouts, accurate numerical data, and training datasets for document…

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,65 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…