Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- AI AgentsInsightSep 29
AI Agent Traps: 20 Real-Life Incidents
AI agent adoption has outpaced AI agent security: 82% of enterprises now deploy agents, but 44% have policies to secure them, and one in five organizations has already experienced an agent-related breach. We analyzed 20 real-world security incidents and found that behavioral control and systemic traps (not prompt injection) now drive the majority of critical…
- Data SecurityOpen World EvaluationSep 28
Top 10+ DSPM Vendors to Enhance Data Security
As a technology and information security leader, I selected the top 10 DSPM solutions to discover, classify, and protect sensitive data across IaaS, SaaS, and DBaaS environments. Explore the rationale behind each choice through the links below: Vendors with: Vendors with: Vendors indicate that pricing varies based on the number of data sources, apps, and…
- MicrosegmentationOpen World EvaluationSep 28
Top 9 Open Source Micro Segmentation Tools
Traditional network segmentation doesn’t work for microservices. IP addresses and ports can’t protect API communications when services spin up and down dynamically across containers. Large enterprises running microservices architectures need different approach: identity-based segmentation that follows services wherever they run. CISOs look for open source micro segmentation tools that can: We ranked the top 9…
- Scraping Use CasesSep 28
No-Code Financial Data Scraping: Tools & Compliance Tips
While official financial data providers do offer APIs, these are often limited in scope, access, or flexibility for real-time or niche data needs. Financial data scraping has become a common approach to collecting such information, typically using technologies such as web scrapers, headless browsers, and open-source crawlers, which can be paired with proxy/unblocking services when…
- Data ScienceOpen World EvaluationSep 28
+100 Datasets for ML & AI Models
Data is required to leverage or build generative AI or conversational AI solutions. You can use existing datasets available on the market or hire a data collection service. We identified over 100 datasets to train and evaluate machine learning and AI models. Older benchmarks like HumanEval and SWE-bench Verified are now widely considered contaminated or…
- Web Data ScrapingBenchmarkSep 28
Large-Scale Web Scraping: 7 Providers Benchmarked
We ran two benchmarks against live websites, from 5 to 5,000 concurrent requests. The first sent 260,000 requests through four web unblockers across the Tranco top 10,000 domains, plus a markdown extraction test on 10,000 URLs. The second fetched 65,000 product and search pages from each of five scraping providers across 100 e-commerce domains. Metrics…