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
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.
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.
20 Best Process Analysis Tools & Techniques in 2026
Process analysis is the first step to process visualization, improvement and management, which is why process analysis has been gaining popularity, as Figure 1 shows. Despite the increasing interest, 15% of business processes are analyzed and managed properly as statistics show. One reason behind such a low rate is the lack of expertise and toolset.
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.
Compare Top 20+ IT Orchestration Tools in 2026
Orchestration tools market includes sub-categories. See leading software in each category: Browse the complete list below, arranged alphabetically, except for sponsored tools which appear at the top: *The table above lists the products in alphabetical order, with the exception of the sponsors.
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.
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.
Top 10 Batch Scheduling Software: Features, Pros & Cons
Enterprise batch scheduling software automates repetitive IT tasks, freeing internal teams to focus on higher-value work. However, there are tens of solutions with different costs. For: Batch scheduling market leaders Leading batch job scheduling tools, ranked by score. Note that sponsors are prioritized in the original list.
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