CASE STUDY · BUILT FOR OURSELVES

Outbound that runs itself, without feeling like spam.

Finding prospects, researching them, writing an email that shows you actually looked at their business, then remembering to follow up three times: that is why most outbound never happens. We built an AI engine that does all of it, tracks every response, and hands the warm conversations to a human.

TYPE Internal system, running now JOB Lead discovery → outreach → nurture STACK Self-hosted, open source + AI agents
4
touches per sequence, spaced over two weeks
100%
of first emails researched and personalised, none mail-merged
0
purchased lists: every lead is discovered and qualified live
Instant
exit from all sequences the moment someone replies or signs up
THE PROBLEM

Outbound dies of admin, not rejection

When we started signing tour agencies for QuokkaGuide, we did outbound the honest way: find an agency, read their website, write an email that proved we had, follow up politely, keep notes. It worked, and it consumed entire days. The moment product work heated up, outreach stopped. Pipeline went quiet. Sound familiar?

Rejection never killed our pipeline. The admin did. So we automated the admin.

THE PIPELINE

A state machine for relationships

The engine treats every lead as a state: discovered, contacted, engaged, hot, customer, or asleep. AI moves leads between states; the rules for what happens in each state are ours.

Discover

An AI agent finds businesses matching our ideal profile, live from the web. No stale purchased lists, no scraped dumps.

Research

The agent reads each prospect's website and presence, and builds a short brief: who they are, what they offer, why we're relevant to them.

Draft

It writes a first-touch email grounded in that research. Specific, short, and about them, not us.

Approve

A human reviews the draft before it sends. The first impression is never left to a machine alone.

Track

Opens, clicks and website visits score each lead's real interest, quietly, across email and web.

Sequence

Follow-ups go out on a schedule tuned by state: a nudge at day three, value at day nine, a polite goodbye at day fourteen. A reply, signup or unsubscribe stops everything instantly.

Handoff

When a lead's behaviour says "genuinely interested", the machine steps back and a person takes over the conversation.

THE POINT

Respectful by design

Most email automation optimises for volume, which is why your inbox is full of "quick question" from people who clearly never read your site. We optimised for relevance and consent. Every first email is researched. Every reply is answered by a human. Anyone who opts out is out, permanently, and the system never re-adds them behind their back.

That design isn't just ethics. It performs better: fewer, better-aimed emails protect sender reputation and start warmer conversations.

We run this engine for QuokkaGuide today. The same architecture fits any business that knows who its customers are but never has time to reach them: your prospect profile, your tone, your approval rules. It is part of the AI automation work we do for clients, and it pairs naturally with the social content engine.

Know exactly who your customers are, but never have time to reach them?

That is the exact problem this engine solves. Let's talk about your version of it.

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