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
Best 50+ Open Source AI Agents Listed
Everyone has been building AI agents so after hands-on testing with popular AI coding agents, AI agent builders and tools use benchmarks to evaluate their real-world capabilities, we put together a curated list of the best 50+ open source AI agents. Click the category headers to jump straight to our top picks: Agent development &…
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. All frameworks successfully completed the task across 100 run each. However, LangGraph finished 2.2x…
SAP Process Orchestration: Top Solutions, Features, Integrations
We examine the core aspects of SAP PO, understanding its functionalities, benefits, and applications in the modern business landscape. See scalable software to assist SAP process orchestration and follow the links for the rationale behind our software selection: SAP PO is a comprehensive software suite that facilitates the automation and integration of business processes across…
The 7 Layers of Agentic AI Stack [2026]
The rise of agentic AI has introduced a technology stack that extends well beyond simple calls to foundation-model APIs. Unlike traditional software stacks, where value often concentrates at the application tier, the agentic AI stack distributes value more unevenly. Some layers offer strong opportunities for differentiation and moat building, while others are rapidly becoming commoditized.…
AI Utilities: Top 20 Use Cases & Case Studies
AI utilities refer to AI solutions leverage real-time sensor, meter, and imagery data to forecast demand, automate inspections, optimize distribution, and improve customer service. Learn 20 specific use cases with real-life examples of AI utilities: AI automates plant inspections by analyzing data from cameras and sensors in real time, reducing reliance on human workers and…
Top 25+ Privacy Management Software with Features & Price
Privacy management software can help collect consent, fulfill data subject access requests, map where personal data lives, and monitor third-party vendors, ensuring regulatory compliance with data privacy laws. Explore top privacy management tools, their pricing and features: Note that tools are listed in alphabetical order, with sponsors featured at the top. These tools span three…
7 Useful AI Transformation Strategies in 2026
Before choosing how to transform AI, leaders need to know where to start. We analyzed the Anthropic Economic Index (March 2026 release)53, mapping over 1 million real-world Claude interactions across 3,260 occupational tasks to the standard APQC Process Classification Framework (PCF).54 Check out high, mid, and granular-level processes by real-world AI exposure and human verification…
Cloud Workload Automation: Top 10 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.62 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…
Linux Job Scheduler: Review, Guide & Alternatives
Linux job scheduler and ‘cron,’ a time-based job scheduler, are common job scheduling tools. If you: * Linux Completely Fair Scheduler (CFS) ** Enterprise job schedulers include Stonebranch, ActiveBatch, RunMyJobs & JAMS Scheduler. A Linux job scheduler is a tool used in Linux systems for automating routine tasks and job scheduling without manual intervention. It…
Compare Top 7 Meter-to-Cash Solutions
Utilities must accurately track energy consumption, generate bills, and collect payments across millions of customers. However, fragmented systems, legacy infrastructure, and complex billing processes can make the meter-to-cash (M2C) cycle inefficient and error-prone. Meter-to-cash solutions help utilities automate the entire process from meter data collection to invoicing and payment reconciliation, improving billing accuracy, operational efficiency,…
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