# Building Lorikeet: How AI Humility and a Dual-Agent Architecture Are Redefining Customer Support Page: https://stenobird.com/podcast/just-now-possible-7481489/building-lorikeet-how-ai-humility-and-a-dual-agent-architecture-are-redefining-customer-support Text version: https://stenobird.com/podcast/just-now-possible-7481489/building-lorikeet-how-ai-humility-and-a-dual-agent-architecture-are-redefining-customer-support.md Podcast: [Just Now Possible](https://stenobird.com/podcast/just-now-possible-7481489) Published: 2026-05-28T08:00:00+00:00 Episode link: https://justnowpossible.podigee.io/26-an-ai-customer-support-agent-at-lorikeet Audio file: https://audio.podigee-cdn.net/2498837-m-817dc47c746f32cae59cccf8c162b5d1.mp3?source=feed Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/just-now-possible-7481489/episodes/building-lorikeet-how-ai-humility-and-a-dual-agent-architecture-are-redefining-customer-support Duration seconds: 4095 ## Resource What does it take to build an AI customer support agent that actually knows when it can't help — and says so? In this episode of Just Now Possible, Teresa Torres talks with Jamie Hall (Co-founder & CTO), Xharmagne Carandang (Product Engineer), and Rona Wang (Product Engineer) of Lorikeet, a startup building AI customer support concierge agents for businesses in regulated industries. Lorikeet's vision: an agent that responds like the best customer support you've ever had — one that knows you, gets things fixed, and hands off gracefully when it's out of its depth. The team spent months exploring the wrong ideas — reflection tools, information dashboards — before a healthcare startup pulled them toward the real problem: just help us clear the inbox. Their earliest prototype was a command-line script delivering results via CSV. Today, Lorikeet runs two agents: a Concierge that handles customer tickets end-to-end, and a Coach that helps customers configure, test, and continuously improve it. You'll hear how they built customer-configurable guardrails (and why a cannabis company's support tickets broke their first approach), designed a "resolution in the loop" pattern for human-AI collaboration, and are now flipping the configuration workflow so customers define what good looks like before they ever write a standard operating procedure. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/just-now-possible-7481489/episodes/building-lorikeet-how-ai-humility-and-a-dual-agent-architecture-are-redefining-customer-support/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/just-now-possible-7481489/building-lorikeet-how-ai-humility-and-a-dual-agent-architecture-are-redefining-customer-support.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.