Where AI meets engineering you can trust.
We build AI automations, custom software, and performance marketing for teams that want real outcomes — not decks. Seventeen years of production engineering, now pointed at AI.
Three capabilities. One team.
AI without engineering is a demo. Engineering without distribution is invisible. We run all three — and they compound.
AI & Automation
Agents, workflows, integrations, and custom models trained on your data.
- AI agents & copilots
- Process automation
- RAG & document intelligence
- Custom LLM fine-tunes
Software Development
Websites, apps, and custom software engineered for performance, SEO, and scale.
- Web & mobile apps
- Custom platforms
- API integrations
- CRM & internal tools
Marketing & Growth
SEO, paid media, and content — powered by analytics and automation.
- Technical SEO
- Google & Meta Ads
- Content & CRO
- Lifecycle automation
AI that actually ships to production.
Most AI projects stall in pilot. Ours go live. Because they’re built by engineers who’ve deployed real software for 17 years — on the same rails that power our web and mobile apps.
We don’t just hand you a prompt. We design the system, integrate it with your stack, monitor it in production, and iterate.
Automations
Replace manual workflows with reliable, monitored agents.
Integrations
Connect your CRM, data warehouse, APIs, and tools.
RAG & search
Answer questions on your own documents with sources.
Custom models
Fine-tuned LLMs that speak your product’s language.
From problem to production in four steps.
Understand the work
We map the workflows, systems, and data behind your real business — not the pitch deck.
Design the solution
Architecture, UX, model selection, and a scope you can actually ship.
Build in the open
Weekly demos, measurable milestones, production code from day one.
Ship and iterate
Monitor, measure, improve. Software, AI, and marketing on the same team.
Things teams ask us.
If you’re wondering whether we’re the right fit, start here.
How is Kuberman different from a typical agency?
We’re engineers first. Our marketing team works next to our software team, and both now work with our AI team. Result: websites that perform, automations that actually run, and campaigns built on real attribution.
What AI work do you do in practice?
Concrete things: sales-qualifying agents, document intelligence over contracts and tickets, RAG chat trained on your knowledge base, custom integrations with OpenAI / Anthropic / open-weights models, and automations that replace manual ops.
Do you work with small teams or just enterprise?
Both. We’ve shipped for startups on tight runway and for enterprises with procurement checklists. The engineering bar is the same.
How do you price projects?
Fixed scopes for defined work, monthly retainers for ongoing product and marketing, and hybrid arrangements for AI programs where outcomes matter more than hours.
Where are you based?
Melbourne, Australia — but most of our clients are remote. We run distributed sprints and overlap with AEST, US, and EU hours.
Ready to ship something that actually works?
Tell us what you’re trying to do. We’ll come back with a path that’s honest about what AI can and can’t do for your business.