The number comes first
Every build is tied to revenue, cost or hours before a line of code exists. If it will not pay back, we say so.
This site is also in Portuguese.Ver em português
We design, build and deploy custom solutions that integrate the operation, save time, cut costs and open room for growth.
TRUSTED BY THE OPERATIONS WE ALREADY RUN














WHAT JARA DOES
Jara is an applied AI and automation studio for growing businesses. We design, build and run the systems behind sales, operations, support and reporting — AI coworkers, workflow automation and custom software — so your team spends less time chasing work and more time growing the business.
PROVEN IN THE REAL WORLD
A manufacturing business had no clear view of its true unit cost. We built a costing system that gave the business a precise view of what each product actually cost to make.
We built a lead generation system that continuously identified, qualified and moved opportunities through the sales process.
A customer service portal was consuming hours of manual attention every month. We built a system that handled routine requests automatically and kept the team focused on the cases that actually needed them.
By removing operational bottlenecks and improving the systems behind the business, we helped create more capacity for the work that actually drives growth.
WHY JARA
Plenty of teams sell AI. Few are led by people who have run the operation and know exactly where a system has to hold up under pressure.
Every build is tied to revenue, cost or hours before a line of code exists. If it will not pay back, we say so.
We work with the tools and processes you already run instead of asking the business to start over.
We run the systems with you every week and leave the business decision with the person who owns the business.
Founded by an industrial engineer who has run operations. Built with the technical rigour of someone who knows how things break.
One team across both markets, in English and Portuguese, so nothing gets lost between languages or time zones.
Systems are monitored, tuned and extended as the business changes — not handed over and abandoned.
WHAT WE BUILD
Capabilities you can scan in one pass — what we build, what it does, and what changes once it is running.
Work that keeps getting done
Digital coworkers designed to take ownership of repetitive operational work, work across your existing systems and escalate to your team when human judgment is required.
OPERATIONS SYSTEMS
We turn fragmented processes into connected systems that move information, trigger the next step and keep work progressing without someone having to coordinate every part of it.
SALES SYSTEMS
We build the infrastructure behind your sales process, from prospecting and qualification to follow-up, proposals and CRM management, so opportunities keep moving even when your team is busy.
VOICE & CUSTOMER SUPPORT
We design systems that handle routine conversations, requests and questions across voice and digital channels, while giving your team the context they need when a situation requires human attention.
CUSTOM SOFTWARE
When off-the-shelf software cannot keep up with the way your business works, we design and build the systems, dashboards and internal tools that bring everything together.
DATA AND REPORTING
We connect the information scattered across your tools into reporting that assembles itself, so the business sees where it stands without anyone rebuilding a spreadsheet first.
WHERE WE HELP
Different from what we build: this is where the work piles up inside your company. Pick the department under pressure — the system follows.
We improve the systems behind prospecting, qualification, follow-up and pipeline management so your team can spend more time selling and less time managing the process around it.
We connect the processes, people and systems behind your operation so work moves with less friction and your team spends less time coordinating what should already be happening.
We bring together the information behind costing, reporting and financial processes so your team can spend less time preparing information and more time making decisions with it.
We remove repetitive work from research, content, campaigns and customer journeys so your team can focus on the creative and strategic work that actually moves the business.
We build systems that turn your existing knowledge into faster responses, better triage and more consistent support while keeping your team involved where it matters.
We build the systems behind purchasing, supplier communication and stock so orders, lead times and shortages surface early instead of arriving as a surprise mid-week.
OUR APPROACH
We assess your workflows, systems and information to find where work gets stuck, time is lost and better ways of working are possible.
Strategic analysis in 7 days.
We determine what to automate, what to improve, what should remain human and what technology the solution actually requires.
Built around your operation, no generic recommendation.
We develop the workflows, software and integrations needed to make it work within your existing operation.
We introduce the system into the business, work alongside your team and refine it against real work, real customers and real data.
Live and delivering measurable value within 30 days.
LATEST INSIGHTS
We're writing — check back soon.
FAQ
No. You don't need to know what technology you need before contacting us. You bring the business problem. We look at the operation and determine what could actually improve it.
That's completely fine. In many cases, that's where the conversation starts. We look at your workflows, identify where your team is spending unnecessary time and assess which processes could benefit from automation, better systems or custom software.
Absolutely. Most of our clients start in the same place. We begin with a complimentary discovery session to assess your current operations, identify bottlenecks and show you specific areas where AI and automation save time and money. There is no obligation, and we only recommend solutions with clear ROI. Most clients are surprised how many practical opportunities appear once we map their workflows.
We start with a conversation about your business: what is taking too much time, where things are getting stuck and what you would like to improve. If there is a meaningful opportunity, we'll discuss what working together could look like.
It's software that carries out steps a person used to do by hand: reading a document, pulling data between systems, drafting a reply, updating a record, flagging an exception. AI handles the judgement-like parts, and automation moves the work between systems so nothing waits on someone remembering to do it.
Automation connects steps you already do. An AI agent handles work that needs interpretation, like reading messy documents or triaging requests. Custom software is what we build when your process needs its own interface or logic. Most projects are a mix, chosen by what the problem needs, not by what's fashionable.
Anything high-volume, rule-heavy and repetitive: invoice and document processing, quoting, onboarding, data entry between systems, reporting, first-line support replies and scheduling. We usually start with the process that costs the most hours and has the clearest measure of success.
Through their APIs and, where they exist, native connectors. We've worked across common CRMs, accounting platforms, project tools, support desks and email. Where a system has no API, we look at exports, database access or an interface layer instead of forcing a replacement.
Every system ships with checks: confidence thresholds, human approval on the steps that matter, logging on every action and alerts when something falls outside the expected range. Errors surface to a person instead of silently propagating, and we tune the rules as real cases come through.
Yes. The first call is a complimentary discovery session where we look at your operation, identify where time and money are leaking and tell you honestly whether there is a case worth building. No obligation and no generic AI pitch.
We work with growing businesses across a range of industries, including professional services, agencies, logistics and small businesses. The industry is less important than the opportunity. If there is a meaningful process that can be improved, we can explore it.
Small and medium businesses across construction, manufacturing, professional services, logistics and retail. Our expertise is workflow automation, system integration and AI implementation, which translates across sectors. The key isn't sector-specific knowledge, it's understanding operational inefficiency. If you're dealing with manual processes, disconnected systems or repetitive tasks, we can help.
No. We build tools that empower your team, not replace it. Think of it as giving each person a capable assistant for the tedious work: data entry, report generation, routine admin. Automate the boring stuff, amplify the human stuff. When your team isn't buried in repetitive tasks, they can focus on strategy, customers, problem-solving and growth.
Yes, wherever it makes sense. We prefer to understand your existing technology and build around it rather than replace systems simply for the sake of introducing something new.
Yes. We work as an ongoing partner, continuing to monitor, improve and expand the systems as your business changes.
You do. The workflows, prompts, integrations and documentation belong to your business, and we hand over access and runbooks as part of delivery. If you ever bring the work in-house, nothing has to be rebuilt.
Your data stays yours. Every automation and AI agent runs with scoped access, audit logs and clear escalation rules, so you can see what happened and why. We don't train public models on your data, and we sign NDAs as standard.
Flexible support packages start at A$500 per month and include system monitoring, optimisation, troubleshooting and minor updates. We're available for additional projects as your needs evolve, and support is month-to-month, never a long-term lock-in.
Most clients see positive ROI within 3 to 6 months. A business spending 10 hours a week on invoice processing invests A$5,000 in automation; at A$25 per hour of admin cost, that's A$250 saved weekly, roughly A$13,000 a year. The investment pays for itself in under five months, then keeps returning. In the discovery session we calculate realistic projections from your actual time costs and volumes.
Small automation projects covering a single process start around A$500 to A$2,500. Comprehensive solutions with multiple integrations are significantly more, and we also offer ongoing partnership packages. Every project starts with a free discovery call and a clear, fixed-price quote. No surprises.
We use the first stage to understand the business and identify the right opportunity. Our aim is to move from understanding the problem to having something meaningful operating in the business within 30 days, depending on scope.
WHY IT MATTERS NOW
of CEOs are not formally measuring the return on AI
hours a week operations teams lose to manual work
have a dedicated AI hire driving execution
Tell us what part of the business you know could work better. We'll look at it with you and show you where we see an opportunity.