7. What do engineering teams encounter beyond the demo?
Watch: Forward Deployed: Voice AI on what works in 2026
Who: Basil Chatha hosts Basia Sudol of Decagon, Varun Singh of Daily, Steven Diaz of Vapi, Tyler D’Silva of Retell AI and Sudarshan Kamath of Smallest AI, published by Latent Space. Published: 25 August 2026. Evidence: publisher’s video description; no complete transcript was reviewed. (youtube.com)
Key takeaways: The described discussion covers latency versus response quality, CRM tool calls, provider outages, fallback models, prompt size, operating economics and turn-taking. It also includes the panellists’ views on speech-to-speech readiness and inbound versus outbound complexity. (youtube.com)
Our buyer interpretation: Useful for a build-versus-buy meeting or for questioning an implementation partner’s scope. Ask which responsibilities remain with your organisation even when the platform itself is managed.
Action after watching: Request a failure-path architecture diagram: telephony interruption, unavailable model, slow CRM, failed write and unsuccessful transfer. Assign recovery ownership and an observable signal to each path.
Caution: This is a supplier-side engineering panel. Architecture statements are the participants’ views at publication, not universal findings. Technical ease of outbound calling should never be interpreted as legal permission to place a call.
8. What should a human-handoff demonstration actually show?
Watch: Human Handoff on Google Conversational Agents — Complete Setup with Twilio
Who: Raj Kapadia. Published: 23 November 2025. Length: not established from the reviewed metadata. Evidence: creator’s detailed YouTube description. (youtube.com)
Key takeaways: The tutorial description covers triggering a transfer through a tool or function, passing caller context, configuring Twilio routing, testing the transfer and debugging events. It is specific to Google Conversational Agents connected to Twilio. (youtube.com)
Our buyer interpretation: Use it to challenge the phrase “seamless human handoff”. Do not treat it as an installation checklist for a different platform or as evidence that every failure path is handled.
Action after watching: Ask your supplier to demonstrate an accepted transfer, no answer, a rejected transfer, an unavailable destination and a caller disconnect during handoff. Inspect what the receiving person sees, not just whether another phone rings.
For a platform-owned reference, LiveKit’s warm-transfer documentation describes briefing the receiving person and returning to the original caller when that person is unavailable. Use this as a comparison pattern, not a claim that the tutorial implements it. (docs.livekit.io)
Commercial lens: The creator advertises training and development services in the description. (youtube.com)