Botpress is an absolute powerhouse for agencies because it completely eliminates per-seat software pricing. It runs as a standalone helpdesk or acts as an AI orchestration layer sitting directly on top of legacy tools like Zendesk or Intercom via OAuth.

• entry_cost: $0 / Free Tier (Includes 100 conversations and standard Studio visual builders).

• pricing_metric: Usage-Based Passthrough (Charges $0 per user seat; passes LLM token costs through at provider rates with zero markup).

• execution_style: Autonomous/Bi-directional API (Executes ticket classification, full-resolution API paths, and hot context transfers to human agents).