Research
In-depth research, technical insights, and industry reports on workplace safety and AI-powered risk management
40% of enterprise agentic AI projects will be canceled by 2027. The problem isn't the models — it's the runtime. This whitepaper explains why SoterAI's purpose-built agentic harness outperforms Claude Managed Agents, OpenAI Agents SDK, and Google Vertex for enterprise deployments.
Work smarter, not harder. This playbook shows safety managers how to use AI-powered tools to automate the tedious parts of their job — incident reporting, risk assessments, compliance tracking — so they can focus on what actually moves the needle on safety culture.
Discover why relying on LLMs alone for safety-critical tasks introduces unnecessary risk. This comprehensive whitepaper presents SAFE-Bench results showing SoterAI achieves 95.64% overall accuracy—outperforming leading AI models like GPT, Claude, Gemini, and Grok across seven critical safety domains including hazard identification, incident investigation, and risk assessment.
