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 30 DevOps Automation Tools for Efficient Workflows
DevOps success relies on two distinct capabilities: end-to-end orchestration and specialized automation. Select a category below to explore DevOps automation tool comparisons, practical benefits, and hands-on operational insights: Toolchain integration for end-to-end DevOps automation Toolchain integration is the practice of connecting various tools used in the DevOps lifecycle to create a seamless, automated workflow.
Enterprise AI Companies: Landscape Breakdown in 2026
Artificial intelligence is revolutionizing every industry with various use cases. Demand for AI products grows as more companies shift their legacy systems to digital products to survive in the competitive business landscape. However, the AI vendor landscape is crowded, and most executives or decision-makers have limited knowledge of the AI landscape.
Top 10+ Agentic Orchestration Frameworks & Tools
We benchmarked four major agentic frameworks using an identical five-agent travel-planning workflow and consistent LLM settings. Each framework was executed 100 times, and we measured pipeline latency, token usage, agent-to-agent transitions, and the agent-to-tool execution gap to isolate true orchestration overhead. Agentic orchestration benchmark All frameworks successfully completed the task across 100 run each.
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. Shortlisted enterprise data orchestration tools The shortlisted open source and enterprise data tools are plotted below: Discover how we shortlisted these tools.
AI for Workflow Orchestration: Top 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.
Benchmark Best 32 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 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 our comprehensive coverage for what LLM automation is, its top real-life applications and major tools.
GeoSurf Proxy Review: Capabilities & Current Competitors
GeoSurf has permanently ceased operations as of December 20, 2023, following a legal defeat against Bright Data in patent litigation. Subsequently, GeoSurf announced its shutdown and is directing its customers to Bright Data, exiting the proxy business by December 22, 2023.
Top 18 Process KPIs to Monitor Process Performance
Setting realistic process KPIs (key performance indicators) is time-consuming and error-prone, and analysts often struggle to quantify the benefits of their improvements. Explore 18 process performance metrics and how process mining helps establish realistic and effective indicators to assess the process effectiveness, efficiency, cycle time and compliance in your organization.
Top 15+ IT Automation Software Compared
88% of organizations automate at least one business function by using AI or other IT automation software. See leading tools in their respective categories.
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