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 — quotes, scheduling, inbox triage, data entry, reporting. Built like production software, handed over to you, and built to still work in six months.
Different starting points, same goal: free your team from repetitive work so they can spend their day on what actually matters.
Quotes, scheduling, data entry, inbox triage, status updates, reporting — the work that's necessary but doesn't grow the business. There's almost certainly an automation worth building here.
We find the 3-5 highest-ROI things to automate, and build them.
Revenue is up, but you don't want to double headcount to handle it — or hiring just isn't on. Automation can absorb the work your people are repeating without adding to payroll.
We build the systems that let your existing team handle more, comfortably.
You want something properly built, documented, and yours to own — not a one-off that breaks quietly and nobody knows how to fix.
We build it like production software, with monitoring and a real handover.
Either way, the work is the same discipline that makes our other clients' systems hold up — just sized for an SMB.
Source: Deloitte, "AI edge for small business," Nov 2025
The gap isn't the tools — they exist and they work. The gap is having someone implement, document and maintain the work so it becomes part of how the team operates.
That's the work we do. Not strategy decks, not a new tool to log into — we sit with your team, find the repetitive work that's worth automating, build it properly, and hand it over so it keeps running.
If just one in ten AU SMBs moved one rung up the AI ladder, Deloitte estimates $44 billion added to GDP per year. There's a lot of low-hanging automation sitting in your business right now.
Quote drafting, lead intake & qualification, inbox triage, scheduling, document extraction, customer FAQ, reporting, content repurposing — the work that saves real hours per week.
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.
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 itWe 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 usA 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 usShort 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, manual work your team already does. Common ones: quote drafting from incoming enquiries, lead intake and qualification, inbox triage, scheduling, document extraction, invoice processing, customer FAQ responses, weekly reporting. If it's a task that takes the team time every day and follows a pattern, it's a candidate.
Whatever fits the job. Sometimes that's a no-code platform, sometimes that's custom code. We're tool-agnostic — we'd rather pick the right one for your situation than push one we're tied to.
No. We design the automation to fit into the systems your team already uses — your CRM, your inbox, your accounting platform. It runs in the background. The work just happens.
You own the code, the credentials, and the runbooks from day one. If your business grows to where you want an internal team running it, the handover is already done.
Most Audits happen within 1-2 weeks of the call. Builds typically run 2-6 weeks depending on scope.
No. We talk to you like a business owner. The engineering happens behind the scenes — you see the outcome, the cost, and the time saved.
Yes. Onshore Australian hosting by default, your credentials stay in your systems, and we document exactly what runs where. Happy to sign an NDA before the Audit if it helps.
The Audit is free and ends in a written 1-pager. If automation isn't the right answer for your situation right 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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