IslandRemit Support
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AIRE Case File 03 · Owner Walkthrough

IslandRemit

by Team Dr MOH

IslandRemit is a remittance operator — moving money across borders for customers who send cash home to family and friends.

The queue doesn't have to stay stuck.

A working support assistant that answers the repeat questions instantly — and makes sure fraud & security cases never wait behind them.

Working build Live demo inside
What IslandRemit does
You send
from the app
IslandRemit
converts & routes the transfer
They receive
bank, cash pickup, or mobile wallet

Founded 2018 · 42 staff · international money transfer

The Problem

Nine people. 3,500 tickets a month. One queue.

0
tickets land in support every month
≈ 117 / day
0
people on the team handling all of it
0%
of a normal day's tickets were one of two repeat questions

Source: internal ticket sample & support-lead email, 8 June 2026

A normal day in the queue — click a ticket

Click a ticket above — two of these eleven are fraud reports, stuck behind repeats.
The Fix

Route, don't just reply.

Every question gets classified first — click a step to see what it does.

Click a step above to see how it works.
The Product
AI MODE · CLAUDE · SONNET-5

Try it right now.

Routine questions get an instant answer. Risk gets a human.

IR
SmartSupport
Open the actual solution
Tooling

Automated end-to-end with Playwright.

A fixed suite of real-shaped questions runs through the actual interface before anything ships — the security cases are zero-tolerance.

Playwright
Browser automation · end-to-end testing
Runs every quick-reply and typed question through the actual chat interface — types, clicks, waits for the response, checks the routing tag matches what's expected. If a fraud question ever renders without escalating, the test fails and the build stops.
Real interactions

Types into the actual input, clicks the actual chips — not a mocked function call.

Runs on every change

Any edit to the FAQ or the interface re-runs the full suite automatically.

Catches it before you do

Broken layouts, silent failures, and mis-routed fraud cases get caught pre-release.

Not a Guess

This is how remittance already does it.

Same pattern — answer the safe stuff, hand off the rest — at the companies IslandRemit actually competes with.

Western Union

Runs a Messenger-based support bot for routine functions — sending money, checking transfer status — so human agents are freed up for what actually needs a person.

MoneyGram

Partnered with Oscilar in Nov 2025 on AI risk decisioning — fast-tracking trusted transactions automatically while flagging suspicious ones for a person, in real time.

Wise

Built its own transfer bot on Messenger using its API — guiding customers through sends and rate alerts, then stepping aside the moment someone needs more help.

The Math

How many tickets actually leave the queue?

The more the assistant handles on its own, the fewer tickets ever need a person to look at them.

0
tickets/month handled with zero human interaction
0% of total volume
51%
45% — Intercom Fin, production average 51% — Anthropic's own Fin deployment 67% — Intercom Fin, vendor benchmark
Today — every ticket needs a person
3,500 / month
With the assistant — handled automatically still needs a person
0
handled without a human / month
0%
drop in human-handled volume
0
still reach a person / month

62% repeat-question share: IslandRemit's own ticket sample. Resolution-rate range: Intercom Fin production data (45–53%) and vendor benchmark (67%), and Anthropic's own real Fin deployment (50.8%). Applied only to the repeat-pattern share — not a promise, a way to size the opportunity.

What Happens Next

It keeps getting better — on its own reading.

Every question it can't answer gets logged. The team reviews, adds the answer to the FAQ — no retraining, just a text edit — and it's grounded from that moment on.

Resolution rate, month by month Click a point below
Month 0 — launch Month 6
1 · Logged

A question the FAQ can't cover gets flagged automatically, not guessed at.

2 · Reviewed

The support team writes the real answer once, the way they already do today.

3 · Grounded instantly

No model retraining. The next customer who asks it gets the answer immediately.

Illustrative trajectory, not a forecast — modeled as gradually approaching Intercom Fin's published resolution-rate ceiling (67%) as FAQ coverage grows. Actual pace depends on how often the team reviews escalated tickets.

The Team

Six people who made the time.

Thank you.