Fixing support failures with AI triage, summarization, and safe handoffs

Fixing support failures with AI triage, summarization, and safe handoffs targets a $24.0B = 1,000,000 support-enabled businesses x $2,000 ACV (annual AI support tooling per business). Buyer: any company running customer support. total addressable market with medium saturation and a year-over-year growth rate of 15%.

Key trends driving demand: LLM retrievals and embeddings -- make accurate, context-aware summarization and intent extraction feasible for long conversations.; Agent shortages and rising labor costs -- increase willingness to pay for productivity tools that reduce FTE hours.; Shift to omnichannel support -- creates need for consistent cross-channel context and automated handoff logic.; Enterprise governance and explainability demands -- buyers require auditable AI outputs and safe escalation paths..