East Region · Applied AI
AI outreach in Changi
Built and supported here – the way a Changi business would actually use it.
What AI outreach actually does
Multi-channel outreach run by an AI agent — email, LinkedIn, SMS — that reads like a real person who's actually done their homework. Built for teams who want top-of-funnel growth without burning a BDR on busywork.
Most of our Changi engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI outreach is then designed against the detail, not the shape.
- 01 Channel mix tuned per persona — email-first, LinkedIn-first, or both
- 02 Reads each prospect's site, LinkedIn, recent posts before writing
- 03 Real conversation threading — replies feel continuous, not robotic
- 04 Compliance baked in: NZ Spam Act + global unsubscribe handling
Built on: Claude for message generation LinkedIn / Smartlead / Instantly for delivery Apollo + Clay for enrichment Custom guardrails for tone and compliance
Why Changi businesses choose this
Changi runs on aviation, logistics and air cargo as one of the world's busiest air hubs – AI here means keeping freight, scheduling and compliance moving at airport speed.
What's different about doing this work in Changi.
Changi Airport and its surrounding air-cargo and logistics ecosystem move an enormous volume of freight and passengers on tight schedules. Businesses here want AI that handles logistics coordination and compliance documentation without becoming the bottleneck.
We work with teams across Changi: Changi Airport · Changi Business Park · Loyang · Pasir Ris · Tampines.
How we build AI outreach for a Changi team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Changi business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
Outreach at human quality, machine scale.
The outcome for Changi teams
If we build the right slice first, Changi teams feel the difference inside the first month. Replaced a 3-person outreach team for an NZ infrastructure consultancy — 5× the volume, same close rate.
Replaced a 3-person outreach team for an NZ infrastructure consultancy — 5× the volume, same close rate.
AI outreach in Changi – common questions
How long does AI outreach take to ship for Changi businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Changi businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
Are there hidden costs we should plan for?
Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.
Can you walk us through a comparable build?
Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Replaced a 3-person outreach team for an NZ infrastructure consultancy — 5× the volume, same close rate.
Who owns the code and the model setup?
You do, on delivery. We deploy AI outreach into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude for message generation sits in your account too – we don't operate it from ours.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.