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: 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…
ActiveBatch: Features, Pros & Cons
ActiveBatch ranks high on B2B user review platforms for job control and workload automation. However, modern competitors streamline deployment cycles and reduce agent overhead across hybrid environments. Follow the links below to see technical evaluations and real-world examples of the ActiveBatch alternatives: To help readers evaluate objectively, we: Check out ActiveBatch’s features, pros, cons, and…
Intelligence Density of 99 LLMs for Smarter & Denser Models
We tracked 99 LLMs released between February 2023 and October 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…
LLM Orchestration: 21 Frameworks and Gateways
Optimizing LLM orchestration is key to improving performance while keeping resource use under control. To evaluate how different orchestration approaches perform in practice, we benchmarked: Discover selected LLM orchestration tools, including developer frameworks and enterprise gateways: LLM Orchestration involves managing and integrating multiple Large Language Models (LLMs) to perform complex tasks efficiently. It ensures interaction…
Top 10 Enterprise Job Scheduler Software
AIMultiple vetted top job scheduling software based on the features, pricing, and market presence. Follow the links below to see enterprise job scheduler tools’ benefits and case studies: Market share relies on the search share over the last 12 months for proprietary enterprise job schedulers. **Score is based on B2B review platforms. Jump to the…
Compare 20+ Responsible AI Platforms & Libraries
Responsible AI platform market includes two types of software:enterprise responsible AI platforms and open-source responsible AI frameworks and libraries. We listed some of the most recognized tools based on metrics such as review volume, feature sets, GitHub scores, and Fortune 500 references. Here are some of these leading tools: Data governance refers to the overarching…
WLA Migration: Best Practices & Vendor Approaches
69% of organizations are transitioning to more functional workload automation tools, as the right choice can improve customer service by 53% and reduce costs by 47% according to the State of IT Automation Report. Explore workload automation (WLA) migration, best practices, what to pay attention to, and the differing approaches from different vendors. WLA (Workload…
Top 18 Process KPIs to Monitor Process Performance
Process KPIs (key performance indicators) help assess process effectiveness, efficiency, cycle time and compliance in an organization. To show which of these metrics matter most in practice, we reviewed 52 process mining case studies and recorded the KPIs mentioned in the cases, noting whether the case reported an actual result or aimed at that KPI.…
100+ AI Use Cases with Real Life Examples
Exploring AI use cases can help companies identify 44% more opportunities and lower external funding needs by 39.5% before implementation. During my nearly 20 years of experience of implementing advanced analytics & AI solutions at enterprises, I have seen the importance of use case selection. I analyzed 100+ AI use cases, their real-life examples and…
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: We evaluated top tools based on features, pros and cons: *The tools are sorted by the number of reviews within their category, except for subscribed products which appear at the top with…
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