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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 10

Top 20+ Active Directory Management Tools

Although many systems have moved to the cloud, Active Directory (AD) remains the central identity platform for managing users, devices, and access across most organizations. We list the top 21 tools that support key areas of Active Directory management with their distinct capabilities: Full AD management (Administrative control): Provide direct control over AD objects (users,…

AI
Open World Evaluation
Aug 10

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…

Agentic AI
Benchmark
Aug 10

Agentic AI Finance Benchmark: FinRobot vs FinRL vs FinGPT

79% of executives report that their companies have started adopting AI agents, yet 34% are currently using them in accounting and finance.12 We conduct a benchmark on 3 agentic AI finance tools tailored for financial workflows. Results suggest that We present benchmark results alongside use cases and implementation challenges. The findings highlight several important patterns:…

Cybersecurity
Open World Evaluation
Aug 7

Top 14 Network Planning Tools: Key features & Benefits

Network planning tools help businesses optimize performance, manage resources efficiently, and ensure scalable, reliable network designs for growth and stability. Here is an overview of the most valuable tools available today, organized by their primary function: These solutions are primarily used to architect a network from scratch, but can also be leveraged to reorganize an…

Enterprise Software
Feature Comparison
Aug 3

RPA Pricing Compared Across Leading Vendors

We reviewed leading RPA pricing in detail to identify the lowest RPA vendor license fees: See license costs of market-leading solutions for different scenarios with different numbers and types of licenses: Note: We based price estimates on public, verifiable data. Therefore unpublished volume discounts are not included above. If a price point was not available,…

AI
Open World Evaluation
Aug 3

Top 15 Answer Engine Optimization Tools

A 25% drop in traditional search engine volume is expected by the end of 2026 due to the rise of AI chatbots.28 Instead of showing a list of links, answer engine optimization tools like ChatGPT, Google AI Overviews, and Perplexity now provide direct answers. This shift makes it harder for websites to stand out using…

Data
Benchmark
Aug 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
Aug 3

Analysis of Top 3 Open Source Firewall Management Tools

Substantial costs of data breaches, which average over $4 million globally. To safeguard their sensitive data and firewall security, businesses rely on firewall security management services. If you are *Based on data from B2B review platforms **Compatibility might be possible via some layer, such as virtualization. You may explore details regarding in the following sections.…

Cybersecurity
Open World Evaluation
Jul 30

Top 20 Deception Technology Companies

Deception technology deploys fake assets to detect attackers who have bypassed perimeter defenses. Companies can use deception technology to detect and isolate a cyberattack before it reaches the organization’s actual systems. We cover the top 20 deception technology companies. This is possibly an incomplete list in an emerging field, feel free to suggest other vendors…

Agentic AI
Feature Comparison
Jul 30

Local AI Agents: Goose, Observer AI, AnythingLLM

Local AI agents are often described as offline, on-device, or fully local. We spent three days mapping the ecosystem of local AI agents that run autonomously on personal hardware without depending on external APIs or cloud services. Our analysis categorizes the leading solutions into three key areas, based on hands-on testing across developer agents, automation…