Newcastle, NSW · Web app development & AI automation
R&J AI Solutions takes you from requirement spec to a production-ready web app, then puts a reliable, cost-efficient team of AI agents to work inside your business.
What we do
Start anywhere: a brand-new product, a messy manual process, an app that needs to get smarter, or simply a question about where AI fits.
01 Build
One team takes you from a rough idea to a deployed, monitored product. We write the requirement spec with you, design the experience, build it, and run the launch.
OutcomeA product your customers can use, on infrastructure you own.
02 Automate
We design teams of specialised agents (researcher, drafter, reviewer, integrator) that cooperate on real tasks, with guardrails, human sign-off where it matters, and model routing that keeps costs low.
OutcomeHours of routine work handled every week, with an audit trail.
03 Augment
No rebuild required. We add copilots, smart search, document understanding and agent actions to your existing web application, wired into the APIs and data you already trust.
OutcomeYour product gets smarter without risking what already works.
04 Advise
Practical advice from people who actually ship. We help you pick the right use cases, models, vendors and guardrails, and turn the plan into a roadmap your team can execute.
OutcomeConfident decisions, with no hype and no wasted spend.
Inside an agent team
One giant prompt is fragile and expensive. We split work across small, specialised agents coordinated by an orchestrator. Each has one job, the right tools and the cheapest model that does it well. A reviewer checks the output and a human signs off anything that matters.
Savings are measured on your real workload during the build, never promised up front.
Across the whole stack
Models are the easy part. Shipping value means integrations, data, evaluation, security and support, and we cover all of it.
Chat and voice assistants that answer questions, qualify leads and book appointments, grounded in your own content.
Ask questions across policies, manuals and wikis with cited answers your staff can trust.
Extract structured data from invoices, forms, contracts and spreadsheets straight into your systems.
Expose your tools and APIs to AI agents safely through Model Context Protocol servers and connectors.
Evaluation suites, tracing, prompt versioning and model routing that keep quality up and bills down.
Privacy reviews, PII redaction, permissioning and policies aligned with Australian privacy expectations.
Hands-on workshops so your people use AI tools and coding agents productively and safely.
Monitoring, model upgrades, security patches and ongoing improvements after launch.
How we work
A free written review of your goal, users and constraints.
A written spec, prototype and fixed estimate. You know what you get before we build.
Weekly demos and a staging link. Agents are tested with real evaluation sets.
Production deployment, domain, monitoring and a calm go-live checklist.
Measure, tune and extend. Optional managed care keeps everything healthy.
Ways to engage
2 weeks
Workshops, a working proof of concept and a costed roadmap. Ideal before committing to a bigger build.
4 to 12 weeks
A web app, an agent team or an AI feature delivered against a written spec with a fixed price.
Monthly
Ongoing engineering and AI leadership on retainer, for teams who need capability without the hiring.
Good questions
We're based in Newcastle NSW and love working with Hunter businesses, but most of our work runs remotely for clients across Australia and overseas.
Whichever fits the job. We work with Anthropic Claude, OpenAI, Google Gemini and open-weight models, and often route between them so routine tasks use cheaper models and hard tasks use stronger ones.
Your data stays in services you control wherever possible. We use enterprise API terms that exclude training on your data, redact sensitive fields, and document exactly where information flows.
You do. On final payment the custom code, infrastructure accounts and documentation are yours. We hand over everything needed to run it without us.
Narrow responsibilities, structured outputs, evaluation suites built from your real examples, retries with verification, and human approval steps for anything high-stakes.
Start the conversation
Rough notes are welcome. Attach a brief, a spreadsheet or a screenshot if it helps. We reply within one business day with next steps and, usually, a few ideas.
