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
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. Search APIs are the first layer of an agentic tool, where performance caps the quality of everything downstream. We benchmarked 8 search APIs across 100 real-world AI/LLM queries, evaluating 4,000 retrieved results with an LLM judge that…
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…
Compare Top 20 Container Orchestration Tools
Developers often allocate around 20% of their time to managing container configurations, failover protocols, security measures, and other infrastructure-related tasks.6 Container orchestration tools can automate these tasks. Container orchestration tools fall into three groups: Orchestrators: Schedule containers Managed platforms: Deliver orchestration as a service Serverless container platforms: Run containers with no cluster to manage. Workload…
Meter Data Management System: Top 11 tools
Meter data management (MDM) can improve pricing accuracy, boost profits by over 20%, and reduce customer churn. Yet, only 2–4% of smart meter data is currently utilized.16 Explore what meter data management is, its use cases, benefits, and top tools to start managing meter data: Top meter data management systems and tools The table below…
Compare 10 Smart Meter Solutions
Smart meters overcome limitations of traditional electricity meters by enabling two-way communication between utilities and consumers and supporting advanced metering infrastructure (AMI). They also enable mechanisms such as time-of-use pricing and demand response, helping shift electricity consumption to periods with higher renewable generation. Smart meter rollout has reached ~80% penetration with about 128 million meters…
Compare Top 12 SAP Utility Solutions
1,500+ companies utilize SAP utility solutions like SAP IS-U, one of the leaders in utility Customer Information Systems (CIS). 22 Yet, adoption still faces significant challenges, primarily due to integration issues. The main hurdles include: Poor integration with third-party applications Complex integration processes Specialized skills requirement for SAP developers. Therefore, we recommend users to implement…
RunMyJobs in 2026: Pros, Cons & 19 Features
RunMyJobs by Redwood is a full stack workload automation tool for orchestrating business processes. RunMyJobs is the only workload automation tool that is part of SAP Enterprise Cloud Services’ (ECS) catalogue, as a part of SAP RISE reference architecture (Table 1). RunMyJobs offers integrations to various ERP systems, such SAP and Oracle (Table 2). Discover…
Top 10 Process Orchestration Tools: Pros & Cons
There are tens of process orchestration tools with different costs, features and categories. Follow the links below to see each process orhcestrator’s benefits: IT automation tools such as RunMyJobs, ActiveBatch and Stonebranch DevOps tools like Docker and Kubernetes Cloud orchestration tools such as AWS Cloudformation and Cloudify. We evaluated top tools based on features, pros…
Top 50 Process Mining Use Cases & Applications
Recent reports project that process mining capabilities can boost process improvement efforts by 20%.29 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. Explore the most common use cases within their respective categories: Process mining use cases by…
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. Process effectiveness Process effectiveness is…
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