Stop manual KB creation for support — auto-extract docs, maintain, serve

Stop manual KB creation for support — auto-extract docs, maintain, serve targets a $15.0B = 5M businesses × $3K ACV (average annual spend on support automation & tooling per business) total addressable market with high saturation and a year-over-year growth rate of ≈15% YoY (Gartner/IDC estimates for customer service application software and automation tools, 2023-2026).

Key trends driving demand: Trend — companies are standardizing on AI chat and voice agents to reduce support costs, creating demand for reliable KBs that power those agents.; Trend — embeddings and vector search have become production-ready, enabling semantic retrieval from heterogeneous sources which reduces manual curation.; Trend — rising expectations for response accuracy and auditability are pushing teams towards validated, versioned knowledge pipelines rather than ad-hoc documents.; Trend — increased use of omnichannel support (voice, chat, email, tickets) requires unified KBs that can be consumed by multiple agent types..