You may not need a rebuild
If the current foundations can be improved properly, we will say so.
- Website Solutions
- AI Development Services
AI Development Services Brisbane
We build AI into websites and business systems: search with Algolia and TypeSense, LLM content generation for product descriptions, and automation that takes over work your team does by hand.
Most of it sits inside systems you already run, connected to your real data rather than added on the side. One recent build tracks competitor pricing, cross-references it against live ERP data, and flags where a price change is likely to lift sales. It runs in production, gets monitored, and keeps working after launch. If AI is not the right fit for a problem, you will hear that too.
A good fit when
There is a defined workflow where AI can create measurable value.
Useful AI work starts with the problem, the data and the failure modes—not a model demo.
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The task is specific and repeatable
There is a clear decision, search or content workflow to improve. -
The source data can be governed
Inputs, permissions and provenance can be made explicit. -
Human review has a clear role
The workflow defines what can be automated and what needs judgement. -
Quality can be evaluated
The team can test accuracy, usefulness, cost and risk over time.
What matters
What this work needs to deliver
AI-powered search
Search built on Algolia and TypeSense that handles typos, synonyms, and natural phrasing, so customers find products without guessing the exact keyword. It runs in production on Culture Kings and Impact Office Supplies.
LLM content generation
Product descriptions and copy generated with large language models (OpenAI and Anthropic's Claude), drawing on your own product data so the details are correct. Output is checked before it goes live, so the wording stays on brand and accurate.
Workflow automation
Automation for the repetitive analysis and data handling your team does by hand. One build tracks competitor pricing, cross-references it against live ERP data, and flags the price changes worth making, so you get a shortlist of changes to act on.
AI built into your existing systems
AI works when it is connected to your real data and workflows. Integration is our main specialism, so models get wired into your website, ERP, and product catalogue with proper error handling and reconciliation behind them. Browse our integrations.
Senior specialists on the build
Over 15 years of commercial experience, with work delivered for All 4 Adventure, Culture Kings, Impact Office Supplies, and Griffith University. You get a straight answer on where AI helps and where it is the wrong tool for the job.
Monitored and maintained
AI features ship with monitoring, alerting, and cost controls, because models drift, APIs change, and token spend adds up. Optional maintenance plans keep them accurate and current after launch.
Straight advice
Start with the workflow, not the technology.
We will explain the trade-offs and recommend the level of change the problem actually warrants.
Prove value before scaling
A bounded, evaluated workflow is more useful than a broad AI feature with no success measure.
Fix the source of recurring failures
Understanding the cause is more valuable than charging to patch the same symptom again.
How we work
A senior team stays close to the work.
Strategy, design and development work together, with direct access to the people responsible for the decisions and the outcome.
- Direct access to senior people
- Design and development working closely together
- Technical advice without a communications relay
- No junior production line or offshore hand-off
- Project knowledge that stays with the team after launch
“I’ve worked with Jonathan from Digital Bird for several years and found him to be a highly competent developer who often exceeds expectations. Together, we’ve collaborated on a number of medium-sized platforms serving hundreds of thousands of users, including learning management systems, a widely-used school well-being platform, trade promotion competition sites, and more. Jonathan is very skilled in API and platform integration, payment systems (such as Stripe), AWS, internet security, and more. As a Project Manager/Product Owner, I feel very confident working with Jonathan and recommending his services to our clients.”
FAQ
Common AI Development Services Project Questions
Common questions our team is asked about AI Development Services.
Three main areas: AI-powered search and product discovery with Algolia and TypeSense, LLM content generation for product descriptions using OpenAI and Anthropic's Claude, and workflow automation such as competitor price monitoring cross-referenced against ERP data. All of it is built to run in production.
Yes, and that is most of what we do. Whether you run a Laravel or Statamic website, a Shopify store, an ERP, or a product catalogue, the AI gets wired into your real data and workflows rather than added on the side. Integration is our main specialism.
For language and content, OpenAI and Anthropic's Claude models. For search, Algolia and TypeSense. The choice comes down to the problem and your budget, rather than forcing everything through one tool.
By grounding the AI in your real data, adding validation around the output, and keeping a human review step wherever accuracy matters, such as published product content. The result is output you can check and rely on.
Data handling gets decided up front. We use business and enterprise API tiers that do not train on your data, keep sensitive information out of prompts where it is not needed, and can keep processing within controlled environments. You will know exactly what data goes where before anything is built.
It depends on the problem. A focused automation or a search upgrade is a different scope to an ongoing content generation pipeline. Each project is scoped against the outcome it should deliver, with a clear proposal before work starts.
Sometimes the honest answer is that you do not. AI is worth it when it removes real manual work, surfaces a decision hidden in your data, or improves the customer experience. If a simpler solution would serve you better, you will hear that.