Despite the hype around artificial intelligence (AI) and conversational computing over the past few years, the killer conversational app for the enterprise is still elusive. Investments in natural language-based applications, including chatbots and speech-based assistants, usually disappoint. This report provides a reality check on the state of conversational computing across languages and use cases to help application development and delivery (AD&D) professionals outline a pragmatic strategy.