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 50 Process Mining Use Cases & Applications
Recent reports project that process mining capabilities can boost process improvement efforts by 20%. Beyond theoretical benefits, examining real-life use cases and case studies bridges the gap between data potential and high-impact operational excellence, ensuring results-driven implementation across the organization.
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.
Advanced Metering Infrastructure: 10+ Solutions & Case Studies
Advanced metering infrastructure (AMI) is an integrated system, including smart technology solutions with specific advanced capabilities. AMI captures interval data points to monitor and manage factors like voltage stability and frequency flections, maintaining power quality. This is why the interest in AMI has been at a gradual rise since 2022 (See Cover image).
Benchmark Best 30 AI Governance Tools in 2026
We analyzed ~20 AI governance tools and ~40 MLOps platforms that deliver AI governance capability to identify the market leaders based on quantifiable metrics. Click the links below to explore their profiles: Compare AI governance software AI governance tools landscape below shows the relevant categories for each tool mentioned in the article.
LLM Orchestration in 2026: Top 22 frameworks and gateways
Running multiple LLMs at the same time can be costly and slow if not managed efficiently. Optimizing LLM orchestration is key to improving performance while keeping resource use under control.
SAP AI Agents in 2026: Joule Studio Features & 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 use cases, case studies, and supporting infrastructure to assess how agent capabilities are being positioned within enterprise workflows.
Top 15+ Production Planning Tools in 2026: 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.
Agentic Search in 2026: Benchmark 8 Search APIs for Agents
Agentic search plays a crucial role in bridging the gap between traditional search engines and AI search capabilities. These systems enable AI agents to autonomously find, retrieve, and structure relevant information, powering applications from research assistance to real-time monitoring and multi-step reasoning.
Benchmark of 16 Best Open Source Embedding Models for RAG
Most embedding benchmarks measure semantic similarity. We measured correctness. We tested 16 open-source models, from 23M-parameter to 8B-parameter embeddings, on 490,000 Amazon product reviews, scoring each by whether it retrieved the right product review through exact ASIN matching, not just topically similar documents.
AI Compliance in 2026: Top 6 Challenges & Real-Life Failures
The rise in artificial intelligence (AI) usage is prompting new laws and ethical standards. South Korea recently became the first nation to fully enforce a comprehensive, standalone AI law. Because of these rapid shifts, 77% of companies view AI compliance as a top priority.
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