[Tech practices](https://stasx.com.au/tech-practices)Data Analytics & AI

# Make better decisions with your data

Analytics, machine learning and AI that turn your data into clear answers you can act on.

[Start a conversation](https://stasx.com.au/contact) [All practices](https://stasx.com.au/tech-practices)

## Get more from your data

Our Data Analytics & AI team helps organisations make better use of their data. We build reliable data pipelines and machine learning models that run in real systems and deliver results you can measure.

We bring together data engineering, statistics, AI and industry knowledge to build systems that automate routine decisions, predict trends and show you opportunities you might miss.

## Our services

Solutions shaped around what you need.

-   ### Data Engineering & Pipelines
    
    Build data systems that collect, clean and deliver your data reliably.
    
    -   ETL/ELT pipeline development
    -   Data lake architecture
    -   Real-time streaming
    -   Data quality frameworks
    
-   ### Business Intelligence
    
    Turn raw data into dashboards and reports people can use.
    
    -   Dashboard development
    -   Self-service analytics
    -   KPI monitoring
    -   Executive reporting
    
-   ### Machine Learning Models
    
    Build and run machine learning models that solve real business problems.
    
    -   Predictive modeling
    -   Recommendation systems
    -   Anomaly detection
    -   MLOps & model lifecycle
    
-   ### Natural Language Processing
    
    Find insights in text and build chat tools that understand people.
    
    -   Sentiment analysis
    -   Document classification
    -   Chatbots & virtual assistants
    -   LLM integration
    
-   ### Computer Vision
    
    AI that can read and understand images and video.
    
    -   Object detection
    -   Image classification
    -   OCR & document processing
    -   Video analytics
    
-   ### AI Strategy & Governance
    
    Plan how to adopt AI, and set clear rules so it is used responsibly.
    
    -   AI readiness assessment
    -   Use case identification
    -   Ethics & governance
    -   Change management
    

## The toolkit behind the work

Proven platforms and frameworks, chosen for the job rather than the hype.

-   Apache Spark
    
-   Airflow
    
-   dbt
    
-   Kafka
    
-   Flink
    

## Our process

A clear line from idea to impact.

1.  01
    
    ### Discovery & Assessment
    
    Review how you use data today, choose the most valuable uses and agree how success is measured.
    
2.  02
    
    ### Data Foundation
    
    Build or improve your data systems, pipelines and data rules.
    
3.  03
    
    ### Model Development
    
    Build, test and improve machine learning models using good practice.
    
4.  04
    
    ### Production Deployment
    
    Release models with monitoring, version control and automatic retraining.
    
5.  05
    
    ### Grow & Improve
    
    Extend to new uses and keep improving how the models perform.
    

## Key benefits

1.  01
    
    ### Data-Driven Decisions
    
    Make decisions backed by live data and forecasts.
    
2.  02
    
    ### Operational Efficiency
    
    Use AI to automate repetitive tasks and improve processes.
    
3.  03
    
    ### Revenue Growth
    
    Spot new opportunities and set better prices with machine learning.
    
4.  04
    
    ### Risk Mitigation
    
    Detect fraud, predict failures and manage risk early.
    
5.  05
    
    ### Customer Intelligence
    
    Understand your customers and personalise their experience.
    
6.  06
    
    ### Stay Ahead
    
    Use AI and data to stay one step ahead.
    

## Explore other practices

Four practices, one engineering team.

[All tech practices](https://stasx.com.au/tech-practices)

-   [### Product System & Development
    
    From idea to launched product.
    
    Explore](https://stasx.com.au/tech-practices/product-development)
-   [### Digital & Software
    
    Cloud platforms and system updates.
    
    Explore](https://stasx.com.au/tech-practices/digital-software)
-   [### Manufacturing & Operation
    
    Smart factories and digital models of machines.
    
    Explore](https://stasx.com.au/tech-practices/manufacturing-ops)

## Ready to put your data to work?

Talk to us about turning your data into a real advantage.

[Start a conversation](https://stasx.com.au/contact) [info@stasx.com.au](mailto:info@stasx.com.au)

[(+61) 406 267 743](tel:+61406267743)

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Page: https://stasx.com.au/tech-practices/data-ai
Summary: Data pipelines, analytics and machine learning that run in real systems and turn your data into clear answers, built by the STASX data and AI team.
Company: STASX, technology consulting and digital engineering. Phone (+61) 406 267 743. Site map for assistants: https://stasx.com.au/llms.txt