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
Top 20 Checkout Free Stores and Solution Providers
Long checkout lines may cost $37.7 billion as these queues demotivate people from shopping. One way to tackle this down is adopting checkout-free store systems where customers can shop and leave without a queue as high tech sensors and cameras can track their shopping and payment process. Explore the list of checkout free stores and…
Compare 45+ MLOps Tools
Machine Learning Operations (MLOps) brings DevOps principles into machine learning from model deployment to maintenance to automate transitions between training and deployment pipelines Explore 45+ MLOps tools for different components of the ML lifecycle, such as: 63% of organizations from different sectors and 72% in the tech sector reported using open-source AI tools, while over…
Meter Data Management System: Top 11 tools
Meter data management (MDM) can improve pricing accuracy, boost profits by over 20%, and reduce customer churn. Yet, 2–4% of smart meter data is currently utilized. Explore what meter data management is, its use cases, benefits, and top tools to start managing meter data: The table below lists some of these MDM tools with their…
LLM Orchestration: 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…
SAP AI Agents: Joule Studio case studies
SAP predicts that AI agents could support up to 80% of the most-used business tasks in SAP. We evaluated SAP’s AI agent portfolio, related case studies, and supporting infrastructure and identified three shifts shaping SAP’s AI agent strategy: The table shows some other enterprise AI agent builder providers that can be an alternative to SAP…
Compare 20+ Cloud Orchestrators
Picking the correct cloud orchestration tool is a challenge since there are more than 20 cloud orchestrators and various tool types. Follow the links below to screen these orchestrators’ features, benefits and case studies: * IT orchestration tools cover all orchestration requirements while others are more focused on specific domains. More info on each orchestration…
Best 50+ Open Source AI Agents Listed
Everyone has been building AI agents so after hands-on testing with popular AI coding agents, AI agent builders and tools use benchmarks to evaluate their real-world capabilities, we put together a curated list of the best 50+ open source AI agents. Click the category headers to jump straight to our top picks: Agent development &…
Top 15+ Production Planning Tools: Features & Reviews
We reviewed 30+ production planning tools across ERP and standalone vendors and shortlisted top 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…
Top 7+ Hybrid Cloud Job Schedulers
Enterprises should leverage both the cloud and on‑premises systems to meet diverse data-storage and compute requirements. Explore workload automation solutions for hybrid cloud automation and follow the links on the vendors for our rationale: *Ratings are based on B2B user review platforms. The vendors are ranked according to their ratings and reviews except for ActiveBatch…
AI Compliance: Top 6 challenges & Real-life failures
The rise in artificial intelligence (AI) usage is prompting new laws and ethical standards. South Korea became the first nation to fully enforce a comprehensive, standalone AI law. Explore what AI compliance is, why it matters now, its challenges, and real-life examples where models fail to meet legal standards: AI compliance refers to the process…
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