Built on top of tools you already use
It shows up as overdue invoices, cold leads, and questions no one can answer from memory.
“You've emailed me twice and spelled my name wrong.”
ROAS 0.3x from 3 conversions
890 impressions · no spend guardrails
We build the system that runs them — and catches what's slipping.
@mileon tell me about Kestrel Group and the last touchpoint in our company
Kestrel Group — A$1.2M/yr fit-out account, Sydney. Since 2022. Last touch: Sarah called CFO James Liu, Thu 14 May.
Your tools don't know your business. They hold the data, not the judgment — your rules, your clients, why you decide things the way you do. We learn that first, then build it in: one system that runs your tools, remembers what it learns, and answers to you.
6 processes connected · running in production
Runs your existing tools
Compounds every run — context your tools never keep
Stop losing context in handoffs. Systems that remember quotes, promises, and the reason behind every decision.
Connect site, finance, and scheduling into one layer — without replacing the tools your crews already use.
Route leads faster, keep pipeline hygiene automatic, and surface opportunities before they go cold.
Catch overdue invoices and reconciliation drift before month-end closes the books.
Deflect tier-1 volume and surface the right context before every reply goes out.
Automate coordination, status updates, and reconciliation across markets you serve today.
Most automations only fix isolated tasks. We map your end-to-end workflows — connecting the tools, data, and handoffs your team already relies on.
Within weeks, the highest-cost processes start running on their own. Your team keeps the tools they know; we build the intelligence around them.
We run a structured audit of how work moves through your business — across teams, systems, and decision points. Together with each pillar's leaders, we identify where AI can reduce overhead, speed up execution, or replace manual coordination entirely.
We design and build the systems that execute your workflows — integrated with the tools, data, and operational logic already powering each process. You stay in the loop from design through deployment.
We connect the system to your live tools and workflows so it starts executing real operational work in production — built on top of your existing software, no migrations required. If you have BAAs with AI labs, we use their models. We deploy on your cloud.
Once live, the system accrues operating memory — getting sharper at your workflows the longer it runs. Your team sets the rules, reviews decisions, and keeps full ownership of the data. We run and improve the engine on top.
From trade businesses to enterprise stacks, we embed AI systems into the operational layer of organisations that can't afford to stop running.
Agents handle invoice processing, AP/AR reconciliation, expense tracking, and financial forecasting — closing your books without the manual overhead.
Agents coordinate procurement approvals, manage vendor onboarding, track logistics, and keep trade fulfilment on schedule end-to-end.
Agents run e-commerce operations, execute campaign workflows, manage pipeline hygiene, and keep ad spend intelligence current — so your team sells instead of coordinates.
Agents operate inside large-scale enterprise stacks and blockchain infrastructure — handling compliance workflows, smart contract operations, and cross-system coordination.
We'll map what's possible for your operations and follow up within a business day. No pitch deck, no obligation.
