Compare and implement voice-first AI assistants with attention to capability trade-offs, privacy, and workflow integration.
Combine speech recognition, LLM reasoning, and business logic:
Voice request → Speech-to-text → Intent classification → Task routing → Response synthesis → Speech output
Attach guardrails: limited tool scopes, user confirmation prompts, and data retention policies aligned with local regulations.