Whitepapers & Research

SoterAI Risk Intelligence read every private-sector OSHA inspection opened since September 2023 — 199,031 inspections, 319,106 citations, $834M in penalties — and turned it into industry benchmarks, control maps and the rules inspectors are about to ask about next. Third edition.

How mid-market brokerages can compete with the nationals again. Fifteen months of aggregate SoterAI platform use reveal how AI breaks the link between hours and headcount that gave national brokers their edge — and what a mid-market firm does with the hours it gets back.

What 8,933 production coverage reviews reveal about the real bottleneck in commercial brokerages. See how SoterAI's coverage review workflow cuts a six-hour policy read down to a 9.4-minute median session — with cited excerpts and page references attached.

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.