Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- AI FoundationsInsightOct 13
AI Fail: 10 Root Causes & Real-life Examples
Whether it’s a self-driving car crash, a biased algorithm, or a breakdown in a customer service chatbot, failures in deployed AI systems can have serious consequences and raise important ethical and societal questions. By identifying and addressing the underlying issues, companies can mitigate the risks associated with AI and ensure that it is used safely…
- AI EthicsInsightOct 13
AI Ethics Dilemmas with Real Life Examples
Though artificial intelligence is changing how businesses work, there are concerns about how it may influence our lives. This is both an academic/societal problem and a reputational risk for companies; no company wants to be undermined by data or AI ethics scandals that damage its reputation. Explore insights into ethical issues that arise with the…
- AI AgentsOpen World EvaluationOct 13
15 AI Agents in Marketing Tools & Examples
Research shows that 50% of organizations using generative AI plan to launch agentic AI pilot programs.AI agents in marketing introduce systems that can reason, make decisions, and act with minimal human oversight. These intelligent agents analyze customer data, generate actionable insights, and coordinate campaigns across multiple platforms in real-time. We evaluated the top 15 AI…
- Network MonitoringInsightOct 13
8 Network Monitoring Use Cases with Real-Life Examples
Network monitoring is one of those things that IT teams notice when it is missing. When it works well, problems get caught before users know anything is wrong. When it is absent, a minor connectivity issue can quietly escalate into a major outage. See our examples below to show how organizations are actually putting these…
- AI AgentsBenchmarkOct 13
A-CODE-CLI Bench: Agentic CLI Benchmark
Agentic CLI tools are AI coding tools that can create and delete files, run commands, plan, and execute the coding of the entire project. We benchmarked the leading tools across 10 real-world web development scenarios, performing ~600 atomic validation checks per agent and more than ~5,000 total automated test executions, including backend logic, frontend functionality,…
- Workload AutomationInsightOct 13
Top 13 Data Center Automation Tools & Case Studies
Data center automation tools can help maintain high-quality data, make informed data-driven decisions, and streamline the automation of data center processes. We picked 10 data center automation tools based on the tools’ features, market presence and best use case. Follow the links to discover these tools’ case studies and benefits: We aim to inform IT…