AI & Automation Engineering — Brisbane & Australia-wide

Intelligence,
engineered with intent.

Custom AI models trained on your data. APIs integrated into your workflows. Industrial automation deployed to your factory floor.

Local ModelsOpenAIAnthropicPyTorchLangChainComputer VisionIoT
Your data stays in your environment
Custom-trained models — your IP
Industrial-grade deployment
NDA-first engagement
aurax-ai · live
6
AI disciplines
40%
Manual time reduction
0
Data shared
100%
IP ownership
24/7
Monitoring
Real Use Cases

Where AI actually
creates value.

Real applications built or implemented across multiple industries.

Document Intelligence

Invoice extraction, contract analysis, claims processing at scale.

Conversational Support

AI agents grounded in your knowledge base handling tier-1 support.

Computer Vision

Quality inspection, defect detection, inventory counting.

Predictive Analytics

Demand forecasting, churn prediction, equipment failure prediction.

Process Automation

Cross-system workflow orchestration replacing manual data entry.

Real-time Monitoring

Sensor data analysis, anomaly detection, automated alerting.

Six AI Disciplines

Select a discipline.
See what we deliver.

Click any service to see tools, deliverables, and outcomes.

Local Model Training & Fine-Tuning

Your data. Your models. Your control.

We train and fine-tune custom AI models on your infrastructure — no third-party data sharing, no per-token licensing fees, no vendor dependency.

0
data leaves your infrastructure

What We Deliver

Custom model training on your data — on-premise or private cloud
Foundation model fine-tuning (Llama, Mistral, Falcon, Mixtral)
RAG pipeline implementation
Vector database setup (Pinecone, Weaviate, pgvector)
Model evaluation and benchmarking
Full IP ownership of trained models

Tools & Frameworks

PyTorchTensorFlowHugging FaceLangChainCUDAOllama
Capability Showcase

Every capability.
In depth.

Hover to pause. Use arrows or progress bars to navigate.

Local Model Training & Fine-Tuning
01 / 06

Your data. Your models. Your control.

We train and fine-tune custom AI models on your infrastructure — no third-party data sharing, no per-token licensing fees, no vendor dependency.

0
data leaves your infrastructure
PyTorchTensorFlowHugging FaceLangChainCUDAOllama
Discuss This Capability

What We Deliver

  • Custom model training on your data — on-premise or private cloud
  • Foundation model fine-tuning (Llama, Mistral, Falcon, Mixtral)
  • RAG pipeline implementation
  • Vector database setup (Pinecone, Weaviate, pgvector)
  • Model evaluation and benchmarking
  • Full IP ownership of trained models
How We Build

From use case
to production.

01

Use Case Discovery

We identify where AI creates genuine ROI — and where it does not. Most value comes from telling clients what NOT to automate.

02

Data & Feasibility

We audit data quality and volume to confirm viability before any investment.

03

Prototype & Validate

Working prototype in 2–4 weeks. If it does not validate, we stop — saving you the full build cost.

04

Production Build

Full system build — model training, API integration, deployment infrastructure, monitoring, and security.

05

Integration & Launch

Integrate with existing systems, configure monitoring, controlled rollout with human-in-the-loop oversight.

06

Monitoring & Evolution

AI systems drift. We monitor performance, retrain when needed, and adjust as your business changes.

AI Tech Stack

Every model.
Every framework.

AI Frameworks

  • PyTorch
  • TensorFlow
  • JAX
  • Hugging Face
  • scikit-learn
  • XGBoost

LLMs & APIs

  • OpenAI GPT-4
  • Anthropic Claude
  • Google Gemini
  • Llama / Mistral
  • Azure OpenAI
  • Ollama (local)

RAG & Vector

  • LangChain
  • LlamaIndex
  • Pinecone
  • Weaviate
  • pgvector
  • ChromaDB

Computer Vision

  • OpenCV
  • YOLO
  • Detectron2
  • MediaPipe
  • CLIP
  • SAM

Automation

  • UiPath
  • Power Automate
  • Zapier
  • Make.com
  • n8n
  • Apache Airflow

Deployment

  • AWS SageMaker
  • AWS Bedrock
  • Vertex AI
  • Docker / Kubernetes
  • Triton Server
  • Edge ML
FAQ

Honest answers.
No AI hype.

We tell clients when AI is the right answer — and when it is not.

Ask a Question
Build With AI

Intelligence,
made operational.

Tell us what you want to automate, predict, or extract. We'll come back with an honest assessment.

470 St Pauls Terrace, Fortitude Valley, Brisbane 4006 · +61 7 2142 9004