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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 26

Top 5 ZTNA Open Source Components

ZTNA is replacing VPNs in many organizations as part of a broader move toward zero-trust security.1 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…

Enterprise Software
Insight
Aug 25

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…

AI
Benchmark
Aug 25

Handwriting Recognition Benchmark with 14 LLMs & OCRs

OCR tools achieve over 99% accuracy on typed text in high-quality images. However, handwriting remains challenging due to variations in style, spacing, and irregularities. We introduce a cursive handwriting recognition benchmark with 100 handwriting samples written by our team to prevent overfitting. In this benchmark, GPT-5, Gemini 3 Pro Preview, and olmOCR-2-7B-1025-FP8 are the top-performing…

Cybersecurity
Open World Evaluation
Aug 25

Top 10 Free PAM Solutions

There are no plug-and-play free PAM solutions for production environments. A few vendors offer free tools with PAM capabilities for low-scale deployments. Some, such as Devolutions Hub, also have paid business plans with approval workflows and reporting. See free tools based on their level of PAM support: Vault-based tools: For secure credential storage Infrastructure automation…

Enterprise Software
Feature Comparison
Aug 25

Top 7 Open Source RMM Software: Pros & Cons

IT teams and managed service providers (MSPs) need remote monitoring and management (RMM) tools to maintain infrastructure health, patch endpoints, respond to alerts, and manage devices at scale. While enterprise-grade closed-source RMM software suits large organizations with dedicated vendor support requirements, open-source options provide the same core functionality without licensing costs and with full access…

Agentic AI
Insight
Aug 24

Top 17 AgentOps Tools: AgentNeo, Langfuse & more

Reports put agent observability well behind agent deployment: roughly 85% of GenAI deployments run without observability, while the tooling market grows at 30% a year, and 89% of CIOs now rank agent-based AI a top priority. AgentOps refers to tools and platforms for deploying, monitoring, and managing AI agents in production. See leading AgentOps tools,…

Cybersecurity
Open World Evaluation
Aug 21

Top 10 Open source / Free DAST Tools Compared

We relied on our research on vulnerability scanning tools and DAST to select leading open-source DAST tools and free versions of proprietary DAST software. See our rationale by following the links on product names: As the cost and frequency of cyberattacks increase, businesses are increasingly adopting DAST tools to enhance their security posture. Open source…

Cybersecurity
Open World Evaluation
Aug 21

Top 8 Open Source RBAC Tools

Based on GitHub activity, update frequency, and deployment model, I listed the top 8 open-source RBAC tools that help organizations restrict system access by granting users permissions and privileges. This list covers 8 open-source RBAC tools across three categories: general-purpose authorization libraries and identity platforms with RBAC support, and Kubernetes-specific permission tools. Tool selection &…

Agentic AI
Insight
Aug 21

Large Action Models: Hype or Real?

Following the launch of Rabbit, an AI device that can use mobile apps, the term large action models (LAMs) is getting popular. These models move beyond conversation by turning LLMs into “agents” that can connect the siloed, app-driven world without requiring users to click on apps or integrate APIs. The line between hype and reality…

Cybersecurity
Open World Evaluation
Aug 21

Top 6 Endpoint Management Software with Prices

The most common case of cybercrime is unauthorized access to unmanaged devices.58 As hybrid work models and bring-your-own-device (BYOD) policies become standard practice, endpoint management software, such as NinjaOne Endpoint Management and Acronis Cyber Protect, has evolved from a convenience into a necessity. We analyzed the leading endpoint management platforms based on their differentiating features,…

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