SERVICE CAPABILITY

AI & Machine Learning

AI and machine learning services that help Australian Government agencies test, build and govern practical, responsible use cases.

What this service entails

Pinaka helps Australian Government agencies assess, design and deliver AI and machine learning solutions for defined operational and policy needs. We combine use-case discovery, data readiness, model development and responsible AI controls so initiatives can move from experiment to governed implementation.

Challenges we help address

AI opportunities are unclear or disconnected from agency priorities.
Data, privacy, security and model risks are not understood early.
Pilots lack a practical path to production, assurance and adoption.

Key activities

Prioritise use cases and assess value, feasibility and risk.
Prepare data and design the solution, model and controls.
Build and evaluate prototypes or machine learning models.
Document assurance, monitoring and implementation needs.

Typical deliverables

AI opportunity and use-case assessment.
Data and solution design.
Prototype, model or proof of concept.
Impact assessment, governance and implementation roadmap.

Client outcomes

Better evidence for where AI can create practical value.
Reduced delivery and assurance risk.
Responsible solutions with a clearer path to operational use.

Where this applies

Suitable for service demand forecasting, document and information analysis, classification, anomaly detection, decision support, process automation and other carefully governed public-sector use cases.

How we deliver

We use staged discovery, prototyping and evaluation, with human oversight, privacy, security, transparency and accountability designed into each use case.

Panels and approved entities

Engagements can range from a focused use-case assessment or prototype to embedded delivery support within a broader data or digital program.

Approved panels

DTA Digital Marketplace 2 (DMP2) – Professional and Consulting Services (PCS)

Approved entities

Virtuoso Consulting

Included skills

AI, Analytics, Data Modelling, LLMs, ML, Risk

Explore a responsible AI use case

Discuss the opportunity, data context and assurance needs with Pinaka.