AI consulting & development in Melbourne
ComplxAI is an Australian company that designs, builds and operates production AI and custom software. Team members are based in Melbourne, so workshops, readouts and reviews at your premises are straightforward, and the build runs in Australian Eastern time. We map the process, price the build in writing and ship it in 12-week blocks.
- Team members based in Melbourne, onsite across Victoria
- A written price before every stage
- Strategy, engineering and deployment from one senior team
Where AI engineering fits in Melbourne's economy
Melbourne's economy is weighted towards work that produces documents, records and decisions. Professional, scientific and technical services is the largest employer in the City of Melbourne, generating 150,003 local jobs in 2024/25. North of the CBD, Parkville is a designated Priority Precinct built on the convergence of biomedical research institutions, hospitals and universities, and the Victorian Government has committed $2.3 billion to the first stage of upgrades to the Royal Melbourne Hospital and Royal Women's Hospital there. Across the river, Cremorne has grown into a technology precinct with more than 700 businesses and around 10,000 workers, and LaunchVic counts more than 4,300 startups and 20 unicorns across the state.
That mix shapes who the work suits: firms whose product is expertise on paper, health and research organisations handling sensitive records, retail groups running pricing and supplier operations from a Melbourne head office, and product companies that need an AI feature built to production standard. Our national AI consulting page covers the practice.
- Health and medical research
- Hospitals, institutes and clinical groups around Parkville: clinical documentation, de-identification, search across protocols and policies, clinician review designed in.
- Professional services
- Law, accounting, engineering and advisory firms in the CBD: intake, drafting, matter reporting, invoicing into Xero, MYOB or the practice system.
- Retail head offices
- Supplier correspondence, range and pricing analysis, customer service triage, forecasting across store and online data.
- Startups and scaleups
- Cremorne and beyond: an AI feature shipped inside the product, agentic operations behind it, engineering that holds up through a raise.
- Universities and research
- Knowledge retrieval, grant and ethics paperwork, data tooling for research groups at Victorian universities.
What we build for Melbourne organisations
Four services, one team. The national pages carry the detail.
AI consulting
An independent view before budget is committed: which processes carry the most value, what each costs to automate, what to buy and what to build. Discovery ends with a scored use-case map, Strategy with a board-ready plan. See AI consulting in Australia.
AI development
Extraction from contracts, claims and clinical documents, search across your own records, internal tools and portals, integrations with HubSpot, Salesforce, Xero and your databases. See custom AI development.
AI engineering
Evaluation harnesses, model routing across OpenAI, Anthropic, Google or Bedrock, tracing, cost controls and deployment in your own AWS account, or one we set up for you, in the region you need; for Australian data residency that is the AWS Sydney region. See AI engineering.
AI agent development
Software that triages tickets, prepares files for review, reconciles supplier invoices and updates the CRM, with a person approving any step that has consequences and every tool call logged. See custom AI agents.
Running an engagement from Melbourne
Team members are based in Melbourne, so in-person sessions are straightforward, and the build runs in the hours Melbourne already keeps. The five stages are set out on how we work; other cities are listed under where we work.
In the room
Discovery workshops with the staff who run a process today, readouts to partners or the board, a review at the start of a build block. With team members based in Melbourne, that is a day at your premises for a CBD firm or a Parkville research group; any regional travel is priced with the stage rather than billed afterwards.
On video
Build, test and demo run remotely, usually in your own repositories and cloud accounts, on a schedule fixed in Melbourne time, daylight saving included. The whole team works Australian business hours, so nothing waits overnight.
Intro call
Free, 30 minutes, on video. You describe the bottleneck; we say plainly whether we can help.
Pre-discovery
Free, one hour. We shortlist processes, agree what Discovery covers and put a scope and price in writing.
Discovery
2–4 weeks, fixed fee. Workshops at your Melbourne premises or on video produce a use-case map scored on impact, effort and risk.
Strategy
2–4 weeks, priced upfront. Architecture, a cost model and build, buy or defer calls in a board-ready implementation plan.
Implementation
12-week blocks, each priced before it begins, working software every couple of weeks, and a 14-day support window after launch, then paid support if you want it.
Sectors we work in, seen from Melbourne
Each card says where the sector sits in Melbourne; the page behind it covers the systems, integrations and controls that matter.
Healthcare and wellness
From Parkville institutes to suburban clinics and NDIS providers: intake, matching and alerting, invoice processing, records that stay in Australia.
AI for healthcare providersProfessional services
CBD law, accounting and advisory firms whose deliverable is a document: drafting, review, matter reporting, billing into the practice system.
AI for professional services firmsRetail and e-commerce
Retail groups run from a Melbourne head office, and online stores: catalogue data, supplier paperwork, customer service, forecasting.
AI for retail and e-commerceReal estate and property
Agencies and property managers across Melbourne's suburbs: enquiry handling, lease documents, maintenance workflows, trust-account reconciliation.
AI for property businessesConstruction and trades
Head contractors, subcontractors and trades across greater Melbourne: quotes from drawings, tender packs, site logs, subcontractor compliance.
AI for construction businessesHospitality and events
Venues, restaurant groups and operators working Melbourne's events calendar: bookings, rostering inputs, supplier invoices, guest communications.
AI for hospitality and eventsWhat an engineering partner does that an agency does not
An agency sells a deliverable: a deck, a pilot, a chatbot. An engineering partner is accountable for the system after it goes live, against a baseline and KPI agreed at the start.
The evidence is in the systems we have shipped. For Luxpip, a FinTech trading company, we built apps, an admin panel and agentic internal operations; the client reports a 75% reduction in manual workload and a 40% scale-up. For Modedu, an EdTech company, we built a custom SaaS platform with agentic workflows; the client reports 2× revenue within six months.
What that means in practice
- The engineers who run Discovery build the software; nothing is re-briefed to a delivery team
- IP is yours from day one of any paid stage, usually in your own AWS account
- No mandatory retainers; documentation and handover in every block
- Human approval designed in wherever an action has consequences
Where Melbourne engagements go next
AI strategy
A costed, sequenced roadmap with build, buy or defer decisions your board can act on.
AI strategy consultingAI product development
AI-native products and SaaS, from a first version through to scale.
AI product developmentAI integration
AI wired into the CRM, finance and practice systems you already run.
Integrating AI with existing systemsQuestions Melbourne organisations ask first
Anything else can wait for the free intro call.
Book the intro callAre you based in Melbourne?
Team members are based in Melbourne, as well as Brisbane and Sydney; we are an Australian company and do not publish an office address. Melbourne engagements combine workshops, readouts and reviews at your premises with build work on video in Australian Eastern time. The same team covers the rest of the country; our Brisbane page describes the Queensland side, and Sydney, Adelaide, Perth and Canberra each have a page of their own.
Can Discovery workshops happen in person in Melbourne?
Yes, and with team members based in Melbourne it is straightforward. Workshops with the staff who run a process gain the most from being in the room, so they sit inside the Discovery scope. The build that follows runs remotely, with onsite reviews added where they help.
Do you work with organisations in Geelong, Ballarat, Bendigo and regional Victoria?
Yes. Build work runs remotely as it does for the city, and with team members based in Melbourne, onsite sessions in regional Victoria are by arrangement. Regional travel is agreed and costed with the stage, never added afterwards.
Our data is health or research data. Can it stay in Australia?
Yes. We deploy in the region you need; for Australian data residency that is the AWS Sydney region, in your own AWS account or one we set up for you, with model selection limited to what is served there. De-identification, access controls and audit logging are designed in from the first block, with human approval wherever a clinical decision depends on the output. Your privacy adviser confirms the obligations; we build to them.
Talk to the people who will build it
Book the free intro call in Melbourne hours. If there is a fit, pre-discovery follows at no charge, and the first paid stage, Melbourne workshops included, is priced in writing before you commit.
Where the Melbourne figures come from
- City of Melbourne economic profile (economy.id): "In the City of Melbourne, Professional, Scientific and Technical Services is the largest employer, generating 150,003 local jobs in 2024/25." economy.id.com.au
- Victorian Planning Authority: "Parkville is a designated Priority Precinct and National Employment and Innovation Cluster." and "The convergence of biomedical research institutions, global biomedical industry leaders, hospitals and universities makes Parkville Australia's premier applied research precinct." vpa.vic.gov.au
- Victorian Government, Parkville precinct (updated 11 June 2025): "The Victorian Government has invested in Parkville with upgrades to the Royal Melbourne Hospital and Royal Women's Hospital, with $2.3 billion committed to deliver the first stage of development." vic.gov.au
- Premier of Victoria, 28 March 2023: "More than 700 businesses and around 10,000 workers are already based in the precinct." premier.vic.gov.au
- LaunchVic, Victoria's startup agency: "Victoria is home to more than 4,300 startups" and "Victoria has created 20 unicorns". launchvic.org