API-to-conversation
Users can interact in natural language while the system maps intent to API calls defined by OpenAPI or Swagger specifications.
App2Chat is a public product site attributed to Frontz Technologies. It turns an API specification into a conversational experience across messaging channels and describes support for AI models, tool use, and MCP server generation.
Visit App2ChatUsers can interact in natural language while the system maps intent to API calls defined by OpenAPI or Swagger specifications.
The public product supports conversational deployment across channels including WhatsApp, Telegram, Viber, Discord, and Facebook Messenger.
The product describes MCP server generation from OpenAPI specifications, alongside compatibility with major AI model providers and monitoring features.
App2Chat demonstrates a concrete product pattern behind LLM applications and agents: model-driven understanding, bounded API tools, multi-turn interaction, and observable operations, not merely a standalone chat interface. The public product site documents the capabilities above.
This page only summarizes publicly described product capabilities and its Frontz Technologies attribution. It does not claim undisclosed customer metrics, security certifications, or client outcomes.
LLM application developmentAI agents and agentic workflowsAI product development