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 18 Process KPIs to Monitor Process Performance
Process KPIs (key performance indicators) help assess process effectiveness, efficiency, cycle time and compliance in an organization. To show which of these metrics matter most in practice, we reviewed 52 process mining case studies and recorded the KPIs mentioned in the cases, noting whether the case reported an actual result or only aimed at that…
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: Leading batch job scheduling tools, ranked by score. Note that sponsors are prioritized in the original list: *Ratings are based on reviews on B2B user review platforms. Here is…
LLM Automation: Top 7 Tools & 8 Case Studies
LLM automation refers to shift to intelligent automation tools that leverage LLMs, including AI agents, fine-tuned LLMs and RAG models to automate and coordinate tasks. Explore what LLM automation is, its top real-life applications and major tools: Large language models in automation is a systematic approach that combines Natural Language Processing (NLP) with existing process…
Compare Top 7 Winshuttle Competitors in 2026
Winshuttle is a leading platform for SAP data management and automation however, users complain its high cost and performance issues. See Winshuttle’s features, pros and cons drawn from user experience, and major Winshuttle competitors: Winshuttle is a software platform for master data management and process automation in enterprise environments. It provides no-code and low-code solutions…
Discover 8 SAP BTP Generative AI Tools & Examples
SAP is expanding its generative AI capabilities through the SAP BTP platform to support enterprise use cases. Learn about the structure of SAP’s Generative AI Hub, its supporting tools, and real-world benefits for enterprises. The chart below maps each SAP BTP AI tool by how many business scenarios it covers and how quickly they can…
SAP AI Agents in 2026: Joule Studio case studies
SAP predicts that AI agents could support up to 80% of the most-used business tasks in SAP. 18 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…
Compare 20+ Responsible AI Platforms & Libraries
Responsible AI platform market includes two types of software:enterprise responsible AI platforms and open-source responsible AI frameworks and libraries. We listed some of the most recognized tools based on metrics such as review volume, feature sets, GitHub scores, and Fortune 500 references. Here are some of these leading tools: Data governance refers to the overarching…
Oracle EBS: Features, Pros & cons
Although Oracle Fusion Applications (Oracle Cloud ERP) was released in 2011, many businesses still rely on Oracle E-Business Suite (EBS), as shown by the Google Trends graph, which highlights the ongoing popularity of Oracle EBS compared to Oracle Cloud ERP (see Figure 1). However, Oracle EBS has its downsides such as performance issues and limitations…
AI for Workflow Orchestration: 15+ Agentic AI & GenAI Tools
We observe an increasing shift in AI for workflow orchestration tools. With 36% of organizations now prioritizing AI-assisted workflow creation, orchestration is moving from static scheduling to dynamic, agentic reasoning. 36 AI orchestration tools serve two primary roles: Explore these major tools and how they embed AI capabilities: Note that these tools are listed in…
Intelligence Density of 71 LLMs: Smarter and Denser Models
We tracked 71 LLMs released between February 2023 and May 2026 and collected 10 public benchmarks to measure intelligence density. We divided the capability score by the resource the model consumes (active parameters, training compute, and inference price). To calculate intelligence density, we executed the following steps: See methodology for the scoring approach, and per-resource…
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