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
JDE Orchestrator: 6 Features, Pros, Cons, & Alternatives
JDE Orchestrator is a light job scheduler, an integration/REST engine, and a no-code process-automation tool. JDE Orchestrator users criticize the tool for its limited functionality customization, poor data management capabilities, and lengthy upgrade times. Explore JD Edwards EnterpriseOne Orchestrator Studio, its pros and cons, features, real-life applications, and top JDE orchestrator alternatives: The tools are…
Top 30+ DevOps Automation Tools by POC Metrics
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 is the practice of connecting various tools used in the DevOps lifecycle to create a seamless, automated workflow. Instead of using a collection of disconnected…
Intelligence Density of 71 LLMs for Smarter & 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…
ERP Pricing in 2026: 5 Vendors, 5 Models & 6 Factors
ERPs are popular for providing end-to-end solutions, with the ERP market projected to reach ~$59.34bn in 2026.12 However, ERP budget overruns may restrict implementation projects. Explore ERP pricing models, factors influencing costs, and the pricing structures of 5 vendors: *The data in the table is extracted from one of Accumatica’s partner organizations.13 **The costs can…
Top Alternatives to Dollar Universe Workload Automation
We selected the top alternatives to Dollar Universe based on their popularity, ratings on B2B review platforms, features, scalability, ease of use, and ability to integrate with diverse IT environments. Follow the links below see Dollar Universe alternatives’ benefits and case studies: Broadcom’s Dollar Universe Workload Automation is an early IT operations and workload automation…
Top 10 Cloud Workload Automation software & 7 Use cases
Although 71% of companies run public cloud data warehouses, integrating fragmented multi-cloud environments while controlling cloud costs poses a dual challenge.16 However, cloud workload automation can orchestrate the data pipelines feeding these platforms to optimize both connectivity and resource efficiency. Explore the differences between cloud and hybrid workload automation, the top tools, and use cases…
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: Collaborative planning, forecasting, and replenishment…
Top 15 Batch Scheduling Software: Features, Pros & Cons
Enterprise batch scheduling software automates repetitive IT tasks, freeing internal teams to focus on higher-value work. There are more than 50 solutions at different costs, grouped here into enterprise batch schedulers, cloud-native infrastructure schedulers, and developer-centric schedulers. For: Leading batch job scheduling tools, ranked by score. Note that sponsors are prioritized in the original list:…
Top 20 Checkout Free Stores and Solution Providers
Long checkout lines may cost $37.7 million 50 as these queues demotivate people from shopping. One way to tackle this down is adopting checkout-free store systems where customers can shop and leave without a queue as high tech sensors and cameras can track their shopping and payment process. Explore the list of checkout free stores…
Compare Top 10 Azure Scheduler Alternatives
Azure scheduler is a cloud-based service from Microsoft that can run jobs on a centralized platform. However, Azure scheduler alternatives can offer better latency for external integrations, multi-cloud support and advanced features, such as troubleshooting complex jobs. See Azure scheduler alternatives: When deciding on a cloud platform and evaluating the toolkits of various providers, it…
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