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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 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…

AI
Insight
Jul 30

Generative AI ERP Systems: 10 Use Cases & Benefits

Enterprise resource planning (ERP) software helps businesses integrate workflows across finance and operations. Generative AI, alongside technologies like RPA, has the potential to enhance ERP processes. The financial use of Generative AI in ERP systems can cover the automation of entire procure to pay cycle and such as the accounts payable process. Another important element…

Enterprise Software
Insight
Jul 30

Python RPA: 8 Use-Cases for Developers

Robotic process automation (RPA) lets software robots run repetitive computer tasks. Python gives developers a flexible way to build those robots in code. The global RPA market sits at about USD 28 billion in 2025 and is forecast to reach roughly USD 247 billion by 2035.21 Yet between 30% and 50% of RPA projects fail,…

Data
Insight
Jul 30

AI Data Quality: Challenges & Best Practices

Poor data quality delays the successful deployment of AI and ML projects. 26 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…

Cybersecurity
Open World Evaluation
Jul 30

Top 7 Open-Source DLP Software

While open-source DLP software offers viable solutions for data protection, larger enterprises often turn to closed-source DLP software for enhanced centralized key management and cloud-native deployment options. Below are the top five open-source DLP tools, evaluated for detection accuracy, deployment complexity, and community support. Inclusion criteria: All software offering open-source DLP or configurable DLP functionality…

Data
Insight
Jul 30

Top 15 Training Data Platforms

A model is as good as the data it learns from. Supervised models need accurate, well-labeled examples to make correct predictions. Training data platforms cover the steps between raw data and a usable dataset: sourcing, labeling, and quality checks. See the top training data platforms, split by data marketplaces and data labeling tools, and mapped…

Cybersecurity
Feature Comparison
Jul 30

DLP Pricing: Compare Top 5 Vendors

A data loss prevention (DLP) software offering features similar to those of another can be twice as expensive. We analyzed 18 DLP tools. The top 5 solutions that offered pricing information on their websites are compared. Save on the total cost of ownership by comparing the pricing for some of the top DLP software: *…

Enterprise Software
Open World Evaluation
Jul 29

SCADA Systems: Comparison of Top 10 SCADA Software

Supervisory Control and Data Acquisition (SCADA) systems form the operational backbone of industrial infrastructure. But choosing a platform is a long-term commitment. These systems often run for 10 to 20 years, and the full cost of owning one is high. This makes the choice hard to reverse. We compare 10 major SCADA systems across licensing…