Case Study — Live AI Agent for Messenger

Four client accounts.

One workflow answering Messenger DMs for four client accounts — webhook in, answer out, with a debounce gate so a human can step into any conversation mid-thread.

Account oneAccount twoAccount threeAccount four
Reply sentMedia attachedHuman takes over

01 — Webhook receives the DMEvery message from all four Messenger accounts lands in one workflow — one system to maintain instead of four.

  • 4

    Accounts on one workflow

  • 1

    System to maintain

  • 24/7

    Answering, 3am included

  • 2026

    Running since

Every figure is read off the instance and canvas screenshots below.

Four client accounts — The canvas — webhook to reply, four accounts on one workflow, debounce gate for human takeover, inline media.

The canvas — webhook to reply, four accounts on one workflow, debounce gate for human takeover, inline media. Swipe to pan.

Year

2026

The job

Instant answers on hours, prices, and booking across several businesses' inboxes — without four separate systems to maintain.

How it is run

A Messenger webhook feeds one flow serving four accounts, each answering from its own business data, with inline media support and a debounce gate that lets a human take over the moment they type.

Model
Gemini, answering from each account's own business data
Handoff
Debounce gate — a human can take any conversation mid-thread
The offer
One payment or monthly, on the Live AI Agent service
Want one like this — Live AI Agent for MessengerMore for healthcareAll the work

Your version of this project

Say what you need and you get the published price and an honest timeline in writing, within one business day. The 70/30 schedule and the source files are the same on every project.

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