DISCOVER
AI Use Case Discovery & Prioritisation
Identify high-value AI opportunities and turn them into a practical, prioritised implementation roadmap.
Secure AI & Data Engineering
Enterprise AI,engineered for production.
Solvix Labs is an Australian AI & Data consulting boutique helping organisations design, build and operationalise governed AI platforms, agentic solutions and AI-ready data foundations — inside the customer's environment.
Customer-owned environmentSecure-by-designProduction focused
Solvix engineering pattern
Secure AI System
production-ready
Business Problemdomain · value · risk
Data Foundationtrusted context
Securityidentity · controls
RAG + Agents + Toolsgrounded orchestration
Evaluationquality · cost
Operationsobserve · improve
Applied acrossTransport & LogisticsUtilities & InfrastructureRegulated EnterpriseData-Intensive Organisations
What we do
From AI opportunity to production — with clear delivery outcomes.
Clear, focused services that take an organisation from opportunity discovery through architecture, build, governance and production.
MODERNISE
Data & AI Platform Modernisation
Build secure, scalable data and AI foundations across Azure, Databricks, Snowflake and modern cloud platforms.
BUILD
GenAI & RAG Solutions
Build enterprise assistants grounded in organisational knowledge, documents and business data.
AUTOMATE
AI Agents & Workflow Automation
Design AI agents that retrieve information, use approved business tools and automate controlled workflows.
VALIDATE
POC & MVP Development
Rapidly design and validate AI solutions before committing to full-scale implementation.
ARCHITECT
Enterprise AI Architecture
Define secure, governed and production-ready architectures for scaling AI across the organisation.
GOVERN
AI Governance & Responsible AI
Establish security, access controls, evaluation, monitoring and responsible-AI guardrails.
OPERATE
Production & Operationalisation
Move successful prototypes into monitored, scalable and supportable production solutions.
How Solvix engineers
Business context first.
Technology chosen for fit.
Solvix is not tied to one cloud, model, data platform or orchestration framework.
Domain-led
Start with the operational problem and business context — not a preferred technology.
Tool-agnostic
Select cloud, data, model and orchestration technologies based on the use case and existing ecosystem.
Customer-owned
Engineer solutions inside the customer's cloud, data and security environment.
Secure by design
Identity, access, data protection, guardrails and auditability are architectural concerns from day one.
Production-focused
Evaluation, observability, reliability, cost and operations are designed before go-live.
Domain-ledTool-agnosticCloud-agnosticCustomer-environment delivery
Industries We Support
Data & AI applied to industry-specific business problems.
We apply modern Data & AI capabilities across industries, combining enterprise architecture, data platforms, GenAI and agentic AI to solve practical operational challenges.
Transport & Logistics
Operational copilots, WHS and risk intelligence, fleet and shipment visibility, document automation and workflow agents.
Energy & Utilities
Asset intelligence, field-worker copilots, forecasting, engineering knowledge and operational analytics.
Government & Public Sector
Policy and document intelligence, citizen-service assistants, case automation and secure enterprise knowledge search.
Mining & Resources
Safety copilots, maintenance intelligence, operational knowledge, compliance automation and predictive analytics.
Manufacturing
Quality intelligence, predictive maintenance, SOP assistants, production analytics and computer vision.
Financial Services & Insurance
Document processing, compliance assistants, claims automation, fraud and risk analytics, and enterprise knowledge.
Healthcare
Knowledge assistants, administrative automation, document intelligence and workforce analytics.
Retail & Consumer
Customer intelligence, demand forecasting, product assistants, personalisation and supply-chain analytics.
Construction & Engineering
Project-document intelligence, safety and compliance agents, engineering knowledge search and project risk analytics.
Professional Services
Enterprise knowledge assistants, proposal automation, document intelligence and workflow agents.
Education
Student-service assistants, knowledge search, administrative automation and learning analytics.
Technology & SaaS
AI-enabled applications, agentic workflows, AI platform architecture, RAG, evaluation and observability.
Domain-led, not domain-limited. Solvix adapts architecture and technology to the organisation, business problem and operating environment — without claiming the same domain depth in every sector.
Technology selected for fit
Cloud, data and AI technologies selected for fit.
Architecture is shaped around the client's existing ecosystem, security requirements, data architecture and production needs — without forcing a preferred vendor stack.
CLOUD & AI
Cloud Platforms
Microsoft Azure
Amazon Web Services
Google Cloud
DATA
Data Platforms
Databricks
Snowflake
Microsoft Fabric
BigQuery
AI ENGINEERING
AI & Agent Platforms
Azure AI
AWS Bedrock
Google Vertex AI
LangChain & LangGraph
MODELS & RETRIEVAL
Models & Knowledge
OpenAI
Anthropic
Llama & Mistral
Vector & Hybrid Search
Platform-independent engineering
Cloud, model and framework choices are driven by architecture fit.
AZUREAWSGCPOPEN SOURCE
Start focused. Engineer for production.
Have a Data or AI challenge? Start with a free 30-minute AI & Data consultation.
Discuss the business problem, identify the right AI or data approach, assess feasibility and leave with clear next steps.