Hazal Şimşek
Hazal is an industry analyst at AIMultiple.
Research interests
Hazal focuses on
- process intelligence including process mining
- enterprise automation including IT automation and low-code no-code (LCNC) automation
Professional interests
She has experience as a quantitative market researcher and data analyst in the fintech industry.Education
Hazal received her master's degree from the University of Carlos III of Madrid and her bachelor's degree from Bilkent University.
Latest Articles from Hazal
Oracle AI Agents: Top 15 Use Cases & 5 Benefits
72% of companies deploying AI solutions.1 Oracle leverages AI agents combining large language models, natural language processing, and retrieval-augmented generation (RAG). Explore Oracle AI agents, their use cases, and benefits: OCI generative AI agents is a fully managed service that integrates large language models (LLMs) with an intelligent retrieval system. It is designed to provide…
LLM Orchestration in 2026: 22 Frameworks and Gateways
Optimizing LLM orchestration is key to improving performance while keeping resource use under control. To evaluate how different orchestration approaches perform in practice, we benchmarked: Discover selected LLM orchestration tools, including developer frameworks and enterprise gateways: LLM Orchestration involves managing and integrating multiple Large Language Models (LLMs) to perform complex tasks efficiently. It ensures smooth…
Top 15+ IT Automation Software Compared
88% of organizations automate at least one business function by using AI or other IT automation software.9 See leading tools in their respective categories. Follow the links to learn more: IT automation software and their categories: * Tools are sorted in alphabetical order in their relevant categories with the exception of sponsors which are placed…
Compare Top 20 LLM Security Tools & Free Frameworks in 2026
Chevrolet of Watsonville, a car dealership, introduced a ChatGPT-based chatbot on their website. However, the chatbot falsely advertised a car for $1, potentially leading to legal consequences and resulting in a substantial bill for Chevrolet. Incidents like these highlight the importance of implementing security measures to LLM applications. 16 Explore top LLM security tools that…
Compare Top 15 Data Orchestration Tools
The data orchestration tools include: Discover the leading data orchestration tools to start orchestrating your data pipelines and data warehouses: Note: WLA is short for workload automation. The shortlisted open source and enterprise data tools are plotted below: Discover how we shortlisted these tools. The features below are based on B2B review platforms. Stonebranch UAC…
Top 15+ Production Planning Tools: Features & Reviews
We reviewed 30+ production planning tools across ERP and standalone vendors and shortlisted 15 tools based on current functionality, integration depth, and market relevance. We identified market distortions driven by: Here are some of the top tools in each category: The production planning tools market can be categorized into key segments: Our review of the…
Compare IBM Tivoli Workload Scheduler in 2026
IBM Tivoli Workload Scheduler (TWS) was renamed IBM Workload Scheduler, part of the broader IBM Workload Automation suite (WLA), reflecting IBM’s shift toward hybrid cloud and advanced automation. Yet, Tivoli remains as a common tool. Follow the links below to IBM Tivoli alternatives’ benefits and case studies: Explore IBM Tivoli features, pros, and cons to…
CPFR: TOP 21 Tools, 6 Case Studies & 5 Benefits
The global market for demand planning solutions, including CPFR (collaborative planning, forecasting, and replenishment) software is growing with the need for real-time data sharing, cloud platforms, and AI-driven forecasting to build more integrated and resilient supply chains. Explore what CPFR is, how it works, top tools and its key benefits: Collaborative planning, forecasting, and replenishment…
Top 20 AI GRC Software & Technologies in 2026
As AI systems integrate into business processes, organizations face growing AI governance, risk, and compliance needs. In our prior research, we tested AI risks in practice with an AI bias benchmark, finding persistent bias around race, gender, and socioeconomic assumptions in several models. These findings underscore the importance of AI GRC tools, which help continuously…
Top 10 Agentic AI ERP Systems & 6 Solutions
Agentic AI ERP integrates AI agents into Enterprise Resource Planning systems. For example, an ERP agent might detect a shipping delay and autonomously reroute deliveries, notify customers, and update inventory. Explore agentic AI ERP systems for enterprise-level and smaller and mid-sized businesses (SMBs): The list includes a mix of enterprise, and smaller and mid-market tools.…
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