We asked AI to assess quotes. It confidently made things up.
By Mariano Carpentier
Practical AI and automation for the repetitive work your team already does or the new things you want to achieve. Built like production software, handed over to you, and built to last for a lifetime.
Different starting points, one goal: free your team from repetitive work.
Necessary work that doesn't grow the business but quietly eats the day. There's almost certainly an automation worth building here.
→ We find the 3-5 highest-ROI things to automate, and build them.
Revenue's up, but you don't want to double headcount - or hiring isn't on. Automation absorbs the repeat work without adding to payroll.
→ We build the systems that let your existing team handle more, comfortably.
Something properly built, documented, and yours to own - not a one-off that breaks quietly with nobody to fix it.
→ We build it like production software, with monitoring and a real handover.
Source: Deloitte, "AI edge for small business," Nov 2025
The problem isn't the tools - they work. It's having someone implement, document and maintain the work so it sticks.
That's what we do. We sit with your team, find the repetitive work worth automating, build it properly, and hand it over.
Deloitte estimates $44 billion added to GDP a year if one in ten AU SMBs moved one rung up the AI ladder. There's plenty of low-hanging automation in your business right now.
Putting AI into the systems you already use — your CRM, accounting, scheduling, e-commerce platform — so your team doesn't have to log into yet another tool.
If you have a custom internal tool or product, we build features faster using modern AI coding workflows. Same engineering rigour, less time.
Quote drafting, lead intake & qualification, inbox triage, scheduling, document extraction, customer FAQ, reporting, content repurposing — the work that saves real hours per week.
Even small automations get the basics done properly: monitoring, error handling, secure credentials, and a documented handover so your team owns it.
Pragmatic tool selection, integration over isolation, work the team owns at the end. That's the whole philosophy.
A short call followed by a written 1-pager listing the 3-5 highest-ROI automations in your business right now, with a candid estimate of effort to build each. You leave with a plan — whether or not you work with us.
Book it →We build 1-2 of the priority automations end-to-end, hand them over with documentation, and train your team. You own the code, the credentials, and the runbooks.
Talk to us →A monthly retainer for businesses that want automation as an ongoing capability — monitoring, on-call when something breaks, and a budget for small new automations each month.
Talk to us →Short call + written 1-pager: what's worth automating, what's not, what each one would take.
Fixed proposal for the priority 1-2: outcome, timeline, what you own at the end.
Production-grade implementation — version-controlled, monitored, documented.
Training, runbooks, credentials transferred to you. You own it.
Optional — ongoing monitoring + monthly additions if you want us around.
Practical work that ends in something the team owns. Nothing built that doesn't get handed over.
If a no-code tool fits the job, we use it. When the work needs more, we can keep going into real code instead of stalling.
Observability, on-call, security — the boring discipline that makes a system still work in six months. Same standard for SMBs as for our larger clients.
We pick the tool that fits, not the one we're committed to selling. If your needs change, the architecture isn't a trap.
Your data, your contract, your timezone. We can meet in person if that helps.
The person you meet on the Audit call is the person who scopes the build. No rotating juniors.
Code, credentials, runbooks transferred at handover. Take it in-house any time — we'll make sure you can.
The majority of our engagements get extended — the clearest signal the work holds up. Same standard whether the engagement is small or large.
Cloud-native engineering is our core. The same discipline we use for enterprise infrastructure is what makes your automation hold up at SMB scale.
We measure ourselves on deployment frequency, lead time, change-fail rate and recovery — the standard measures of engineering health.
The repetitive work that quietly costs you money or time. We're especially good at the work that falls between your tools - the steps no single app handles, where someone currently copies data from one system into another by hand. If a task happens often and follows a pattern, it's a candidate.
Whatever fits the job - a no-code platform for quick workflows, custom code for anything complex or large-scale. We're tool-agnostic: the right one for your situation, not one we're tied to.
No. The automation fits into the systems your team already uses - CRM, inbox, accounting - and runs in the background.
You own the code, credentials, and runbooks from day one. If you ever want an internal team running it, the handover's already done.
Most Audits happen within 1-2 weeks. Builds typically run 2-6 weeks depending on scope.
No. We talk to you like a business owner - you see the outcome, the cost, and the time saved.
Yes. Onshore Australian hosting, your credentials stay in your systems, and we document what runs where. Happy to sign an NDA first.
The Audit is free and ends in a written 1-pager. If automation isn't the right answer for you now, we'll tell you. No pitch, no follow-up sequence.
The genuinely experimental parts of automation work may be eligible under Australia's R&D Tax Incentive — a refundable offset of up to 43.5% of eligible R&D spend for qualifying companies under $20M turnover. For many SMBs, that meaningfully lowers the net cost of getting automation in place.
We're engineers, not tax advisers — eligibility is for your accountant to confirm, and we can introduce you to an R&D specialist.
A free Automation Audit gives you a written 1-pager with the 3-5 highest-ROI automations we'd recommend — what they'd take, what they'd save, and whether we're the right team to build them. No obligation. No pitch deck.
Book your free Automation Audit
By Mariano Carpentier
By Behrouz Hassanbeygi
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