Ezgi Arslan, PhD.
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 ETanyeri-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
- Alp, E. (2023) Impact of the Corporate Sustainability Performance on Financial Performance and the Institutional Shift Amidst Covid-19 Pandemic: Evidence from Türkiye. In: ICGS 2023 CGIR Junior Scholar Consortium and Paper Development Workshop – held in Madrid, Spain on October 20, 2023.
- Alp, E. (2023) The Effect of Corporate Sustainability Activities of Financial Performance. In: 1. Conference of Economics and Society – held in Ankara, Türkiye on December 6-7, 2023.
- Alp, E. (2022) Shareholder activism, and organizational form. In: 19TH EIASM Workshop on Corporate Governance – held in Strasbourg, France on November 8-9, 2022.
- Alp, E., and Tanyeri A. B. (2021). Gender perceptions of investors and the valuation of family firms. In: RENT 2021 Conference – XXXV Research in Entrepreneurship Conference – held in Turku, Finland on November (17) 18-19, 2021.
- Alp, E. (2020). Value of Shareholder Voting Rights and Family Firm Related Mechanisms. In: 3rd AEM and TIM PHD Programs-Joint Paper Development Online Workshop, Bergamo on May 25-26, 2020.
Latest Articles from Ezgi
Building AI Agents with Composable Patterns
We spent 3 days experimenting with workflows and agent pipelines in n8n, following Anthropic’s and OpenAI’s guides on building effective AI agents. Explore the core AI agent components, how to choose the right components and tools, in addition to building agent workflows based on Anthropic’s simple, composable patterns such as prompt chaining, routing, parallelization, orchestrator…
30+ Industrial AI Agents to Watch
Industrial AI agents address the limitations of siloed data by autonomously integrating and deriving actionable insights from IoT, controls systems (e.g. SCADA), and connected assets. Below is a categorized review of over 30 key vendors offering AI agent platforms and tools: To explore each section and discover the relevant vendors, tools, platforms, capabilities, and focus…
AI Agent Performance: Success Rates & ROI
Recent research reveals that AI performance follows predictable exponential decay patterns, enabling businesses to forecast capabilities and differentiate between costly failures and successful ROI-generating implementations. I oversaw 12 AIMultiple benchmarks, including nearly 70 AI agents across more than 1,000 tasks. See what each benchmark measures and where limits remain: Computer use agents interact with a…
RPA for Mac: 12+ RPA tools That Can Run on Mac
Most RPA tools were built for Windows, since Windows runs the majority of enterprise desktops. Macs have gained ground. They now make up over 15% of desktop operating systems worldwide and more than 24% in the U.S.22 That shift pushed vendors to support macOS. See the following sections for more information: We have curated a…
Top +100 RPA Use Cases with Real Life Examples
The RPA market is valued at $35 billion in 2026 and is projected to reach $247 billion by 2035.31 RPA can automate repetitive tasks in the front and back offices. A use case-focused approach is critical to optimizing the value of technology investments. We identify 103 use cases and real-life examples of Robotic Process Automation,…
WAF Solutions: Benchmark-Based Comparison
With two decades of industry experience and market data showing that nearly half of breaches begin with web applications, we manually tested three leading WAFs (Cloudflare, Imperva, Barracuda) against real attack traffic by creating a test site and targeting it with common web threats, broken access control, injection, and vulnerable and outdated components. See a…
Top 7 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…
AI IPS: 6 Real-life Use Cases & Leading Tools
AI intrusion prevention systems (IPS) use machine learning algorithms and behavioral analytics to detect and prevent several cyber threats. AI can strengthen traditional IPS capabilities by enabling faster, more adaptable, and more cost-effective detection, especially for organizations with limited resources. See AI IPS use cases with real-life examples and top 4 AI IPs tools: AI…
25 Digital Twin Applications/ Use Cases by Industry
As more sectors explore virtualization, digital twin solutions are gaining mainstream traction. The global market for digital twins is expected to reach $74 billion by 2027, and the proliferation of IoT technology is accelerating this growth.97 See 25 current digital twin applications: Digital twins are increasingly used in the supply chain and logistics industry to…
Top 15+ AI Financial Research Platforms for Investors
Despite thousands of available financial research tools, many investors struggle with fragmented data, time-consuming manual analysis, and limited predictive insights. AI financial research platforms use natural language processing and advanced analytics to cut research time from hours to minutes. See the top AI financial research solutions with their main services, prices and use-cases: Our experience:…
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