Explore Research Studies
AI HR Analytics: Use Cases, Benefits & Challenges in 2025
The integration of AI HR analytics into human resource management is revolutionizing how organizations optimize their workforce and make data-driven decisions. By leveraging artificial intelligence, machine learning, and predictive analytics, HR professionals can move beyond traditional practices to enhance employee experience, operational efficiency, and align HR strategies with overarching business goals.
Top 6 Open-Source Data Governance Tools in 2025
Open source data governance tools with data cataloging capabilities help collect, process, and maintain metadata, serving as a central repository for tracking data operations. Organizations use these tools in data security posture management (DSPM), data discovery, data lineage, and data quality initiatives.
Receipt OCR Benchmark with LLMs in 2025
Extracting data from receipts is essential for businesses since millions of employees are submitting their work related expenses via receipts. With the latest developments in generative AI and large language models, data extraction accuracy has reached approximately human levels. Benchmark results We used Claude 3.
![Top 5 HR Analytics Use Cases with Real-Life Examples ['25]](https://research.aimultiple.com/wp-content/uploads/2024/12/use-cases-of-HR-analytics-190x107.png.webp)
Top 5 HR Analytics Use Cases with Real-Life Examples ['25]
By leveraging predictive models, descriptive analytics, and people analytics, HR teams can gain actionable insights into employee behavior, engagement, and performance, helping to align HR initiatives with broader business objectives.
Top 20+ Agentic RAG Frameworks in 2025
Agentic RAG enhances traditional RAG by boosting LLM performance and enabling greater specialization. We conducted a benchmark to assess its performance on routing between multiple databases and generating queries. Explore agentic RAG frameworks and libraries, key differences from standard RAG, benefits, and challenges to unlock their full potential.
AI Data Governance for Ethical Use in 2025
As more companies use artificial intelligence (AI) in their technical operations, it becomes increasingly important to guarantee that AI systems adhere to ethical standards and regulatory restrictions. AI data governance addresses the inherent complexities of AI models by focusing on data transparency, ethical decision-making processes, and mitigating bias.
Top 10 Open-Source CSPM Tools for Data Security in 2025
Open-source cloud security posture management (CSPM) tools enable continuous monitoring, assessment, and management of your cloud environments, such as Infrastructure as a Service (IaaS) and Platform as a Service (PaaS). Discover open-source CSPM tools, compare their usability and features: Market presence Tools are sorted based on GitHub stars in descending order.
Agentic AI for Cybersecurity: Real life Use Cases & Examples
Agentic AI for cybersecurity functions as an autonomous decision-maker for SecOps and AppSec. It can take proactive actions, automate software development processes, or automate pentesting. For example, AppSec AI agents like Aptori can integrate into your IDE and CI/CD pipeline to run automated pentests to identify if your APIs are free from vulnerabilities.
Invoice OCR Benchmark: Extraction Accuracy of LLMs vs OCRs
Invoice processing is a critical yet labor-intensive business operation that traditionally requires manual data extraction and entry into accounting systems. This manual approach is time-consuming and susceptible to human error.
E-Commerce AI Video Maker Benchmark in 2025
Product visualization plays a crucial role in e-commerce success, yet creating high-quality product videos remains a significant challenge. Recent advancements in AI video generation technology offer promising solutions.