Vaani Platform Launches No-Code Voice Agents

Vaani is attacking the messy integration layer that keeps voice AI demos from becoming dependable products.

• –No-code flow design, tool actions, knowledge retrieval, handoffs, and structured outputs cover the core production workflow.
• –Model failover and preserved context aim to prevent a single weak response from derailing a live call.
• –Its emphasis on Indic languages and code-switching gives it a more specific wedge than generic voice-agent platforms.
• –The real test will be latency, cost, and reliability at scale; those claims remain largely vendor-reported at launch.
• –Product Hunt positions Vaani alongside Vapi and Retell AI, making execution—not feature breadth—the likely differentiator.