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
Discover Latest 6 SAP Datasphere AI Integrations
SAP Datasphere is AI tool that can help deliver meaningful data to the enterprises. Explore SAP Datasphere AI developments, such as new integrations and AI-based features to understand how the tool can help businesses manage their enterprise data: What is SAP Datasphere AI and why is it important? SAP Datasphere is one of these tools…
Compare Top 15 Data Orchestration Tools
The data orchestration tools include: Open-source tools, which offer flexibility and community-driven development, with top examples: Apache Airflow Luigi Commercial tools, which provide additional support, features, and enterprise-level scalability, with top tools like: All orchestration: Stonebranch and RunMyJobs Workflow orchestration: Shipyard ETL orchestration: Keboola and Rivery Discover the leading data orchestration tools to start orchestrating…
Top 15+ Production Planning Tools: 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. We identified market distortions driven by: ERP-led consolidation: Planning capabilities are increasingly delivered as ERP modules rather than standalone tools Tool fragmentation: Solutions vary widely in scope, scale, and functional depth…
Compare IBM Tivoli Workload Scheduler in 2026
IBM Tivoli Workload Scheduler (TWS) was renamed IBM Workload Scheduler, part of the broader IBM Workload Automation suite (WLA), reflecting IBM’s shift toward hybrid cloud and advanced automation. Yet, Tivoli remains as a common tool. Follow the links below to IBM Tivoli alternatives’ benefits and case studies: Explore IBM Tivoli features, pros, and cons to…
CPFR: TOP 21 Tools, 6 Case Studies & 5 Benefits
The global market for demand planning solutions, including CPFR (collaborative planning, forecasting, and replenishment) software is growing with the need for real-time data sharing, cloud platforms, and AI-driven forecasting to build more integrated and resilient supply chains. Explore what CPFR is, how it works, top tools and its key benefits: What is CPFR? Collaborative planning,…
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. These findings underscore the importance of AI GRC tools, which help continuously…
Top 10 Agentic AI ERP Systems & 6 Solutions
Agentic AI ERP integrates AI agents into Enterprise Resource Planning systems. For example, an ERP agent might detect a shipping delay and autonomously reroute deliveries, notify customers, and update inventory. Explore agentic AI ERP systems for enterprise-level and smaller and mid-sized businesses (SMBs): The list includes a mix of enterprise, and smaller and mid-market tools.…
Top 30 AI Governance Tools Benchmarked
We analyzed ~20 AI governance tools and ~40 MLOps platforms delivering AI governance capability and identified more than 30 market leaders. 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. Businesses can select solutions from these…
Compare Top 21 Manufacturing AI Solutions & Software
Manufacturing AI solutions can lower maintenance costs and customize product designs. After reviewing over 50 manufacturing AI tools, we identified the top options in the market. Below is the 12-month search market share breakdown for the leading manufacturing AI tools: Selecting top manufacturing AI software ToolsTypes# of employeesYear founded CreatioScaleups1,000-5,0002014 AWS Industrial solutionsBig Tech100-500k2006 GE…
Compare Top 10 Service Orchestration Platforms
90% of organizations are expected to replace traditional workload automation tools with service orchestration and automation platforms (SOAPs) by 2029 to manage complex data pipelines and hybrid environments.76 These platforms orchestrate complex automation workflows and help implement business services that span multiple cloud environments, reducing operational overhead and boosting agility. Compare top service orchestration platforms…
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