Faster, auditable fact‑checking for professionals using AI-assisted citations

Faster, auditable fact‑checking for professionals using AI-assisted citations targets a $60.0B = 200M knowledge workers x $300/yr (lightweight verification tooling across enterprises) total addressable market with medium saturation and a year-over-year growth rate of 18%.

Key trends driving demand: LLM reliability improvements -- higher-quality generated answers with source attribution enable assisted verification workflows.; Enterprise compliance focus -- companies need auditable decision trails for content and claims to satisfy regulators and clients.; Hybrid human-AI workflows -- organizations prefer AI that augments, not replaces, human verification, increasing adoption for assistive tools.; API and infra commoditization -- vector DBs, embeddings and hosted models reduce build time and cost, enabling rapid productization..