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Ezgi Arslan, PhD.

Ezgi Arslan, PhD.

Industry Analyst
112 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
Oct 23

Top 10+ USB Blocking Software

The USB blocker software market has a projected growth of $7.89 billion by 2030, reflecting increasing enterprise focus on preventing data exfiltration via removable storage devices. Based on our DLP review benchmark & feature comparisons, we summarize the top 10 USB Blocking Software alternatives, including Acronis and Netwrix. See why we selected them by following…

Cybersecurity
Feature Comparison
Oct 23

Top 10 Microsoft Purview Alternatives

Though Microsoft Purview is a popular DLP software, it can be hard to use and provides limited policy customization options. We analyzed the top 10 DLP products across five dimensions to identify the top Microsoft Purview alternatives. See their features, strengths, and weaknesses: * Based on the total number of reviews and average ratings (on…

Enterprise Software
Feature Comparison
Oct 23

RMM Pricing: 10+ Products Analyzed

RMM tools don’t make RMM pricing easy to compare. Some charge per device, some per technician, and the difference adds up fast depending on how a team is structured. We reviewed 11 pricing models and built a calculator for running the numbers against a specific setup. These calculations assume one technician manages 200 endpoints and…

AI
Open World Evaluation
Oct 23

Top 15 Answer Engine Optimization Tools

Google reports that AI Mode passed 1 billion monthly active users and that the Gemini app has 950 million. For brands, this means a ranking position no longer tells the whole story. Answer engine optimization (AEO) tools, also called generative engine optimization (GEO) tools, track whether and how AI systems such as ChatGPT, Google AI…

AI
Insight
Oct 23

Top 8 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…

Cybersecurity
Insight
Oct 23

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. 55% of respondents named a negligent or mistaken employee as the most likely cause of insider risk. Another 20% pointed to an insider…

Data
Insight
Oct 23

AI Data Quality: Challenges & Best Practices

Poor data quality delays the successful deployment of AI and ML projects. Even the most advanced AI algorithms can yield flawed results if the underlying data is of low quality. Explore the importance of data quality in AI, the challenges organizations encounter, and the best practices for ensuring high-quality data: Data quality is essential for…

Data
Benchmark
Oct 23

VPN Benchmark of Top 5 VPN Providers

We tested six leading consumer VPN services, measuring throughput, packet drops over 15 minutes per provider, CPU and RAM use on macOS, and VPN connection behavior under load. Our test on VPN providers show that best VPN services change based on different needs. We combined the six measurements into two scores: Windscribe scored highest on…

Enterprise Software
Feature Comparison
Oct 22

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 our RMM benchmark on agent deployment speed. Each section explains our experience with NinjaOne and its performance: The NinjaOne Endpoint Management manages Windows, macOS, and Linux devices through an agent installed on each endpoint, and agent…

Enterprise Software
Insight
Oct 22

Top 7 Open Source RPA Tools

Open source RPA (Robotic Process Automation) can still play an important role in the future of automation. Its main advantages are transparency, flexibility, and the absence of licensing costs. Below, we list six open-source RPA tool options and link to their source code. We compare seven open-source RPA tools on license, language, platform, and maintenance…