Transforming Data into Intelligent Solutions

A boutique consultancy headquartered in Brisbane. We build machine learning, optimisation, and spatial analytics systems for clients across property, construction, banking, intelligence, and logistics.
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01Practice

Stop guessing. Start knowing. We help companies make million-dollar decisions with confidence using advanced AI and data science.

Turn data into your competitive advantage.

Selected clients

Operators across property, construction, core banking, real estate, and intelligence engage Dataiva Solutions for production data science work.

Frank Developments Property FT Group Construction G3 Strategic Intelligence Kobble Core Banking Landev Property Vurt Real Estate ProjX Australia Property A-Squared Analytics Business Intelligence
Machine Learning Optimisation Spatial Analytics Forecasting Decision Intelligence Machine Learning Optimisation Spatial Analytics Forecasting Decision Intelligence
02Services

Many practices. One delivery model.

Make an enquiry
Machine Learning & AI
Advanced AI solutions that learn from your data to predict trends, automate decisions, and optimise operations across your business processes.
Optimisation & Strategic Planning
Our sophisticated mathematical modelling and optimisation techniques combined with strategic planning solutions solve complex business problems, improve efficiency, and optimise resource allocation.
Spatial Analytics & Mapping
Specialised mapping tools and spatial analytics solutions to help developers identify prime development land, analyse market opportunities, and make data-driven property investment decisions.
Machine Learning & AI
Advanced AI solutions that learn from your data to predict trends, automate decisions, and optimise operations across your business processes.
Optimisation & Strategic Planning
Our sophisticated mathematical modelling and optimisation techniques combined with strategic planning solutions solve complex business problems, improve efficiency, and optimise resource allocation.
Spatial Analytics & Mapping
Specialised mapping tools and spatial analytics solutions to help developers identify prime development land, analyse market opportunities, and make data-driven property investment decisions.
Adaptive Layout
Every section, your way. Rearrange, resize, or remove with ease — Forerunner™ is built to flex around your content and goals.
AI Collaboration
Work smarter, not harder. Seamlessly integrate AI-assisted elements to enhance personalization and creative speed.
Smart Analytics
Make better decisions, faster. Track performance in real time and gain insights with data-powered visuals baked right into the design.
03Industries

Sector expertise, applied.

Deep familiarity with the data, regulators, and operating cadence of each sector below. Engagements typically start with a one-page diagnostic.

Discuss your sector →
01

Intelligence

Signal extraction, pattern detection, and operational analytics for agencies and analysts working with high-volume, heterogeneous data.

Classified workflows
02

Property

Market analysis, site identification, and investment optimisation for developers, funds, and real-estate operators.

Site selection · Yield
03

Construction

Resource optimisation, programme analytics, and predictive risk to keep complex projects on time and on budget.

Schedule · Cost
04

Finance

Fraud detection, payment systems, and analytics for secure, scalable, and explainable decisioning.

Risk · Pricing
05

Banking Software

Analytics, capacity, and product engineering for core-banking platforms where uptime and explainability are non-negotiable.

Core · Reg · Reporting
06

Logistics

Route, fleet, and inventory optimisation. Predict maintenance, manage operations, and reduce cost-to-serve.

Routing · Fleet
04Selected work

Anonymised engagements.

Engagements range from a six-week diagnostic to multi-quarter platform builds. Client names withheld at request.

Site Selection Property · 27 weeks

Site selection at regional scale.

Scored 12,000 candidate sites across the Moreton Bay region against demand, planning, and yield signals. Delivered a ranked shortlist of 200 with full data lineage for the acquisitions team.

3× faster shortlisting than prior workflow
Anomaly Detection Finance · 2 years

Real-time fraud detection.

Existing rules surfaced the obvious. We built an explainable graph model that flagged clusters of coordinated activity invisible to legacy systems — scored in milliseconds at the payment edge.

62% lift in confirmed fraud, false-positive rate held
Sentiment Analysis Government · 18 weeks

Public consultation, understood in days.

An NLP pipeline that ingests 1.2M public submissions, classifies sentiment and stance, and clusters by theme. Replaces months of manual coding with a live dashboard for policy teams — with full source citations.

92% agreement with expert human coders
High Performance Computing Energy · 9 months

Distributed optimisation for grid-scale planning.

Mixed-integer optimisation across 1,000+ stochastic scenarios. Built a job-orchestration layer that runs on the client's shared HPC cluster, with reproducible runs.

22× speed-up vs. single-machine solver baseline
04Selected work

Anonymised engagements.

Engagements range from a six-week diagnostic to multi-quarter platform builds. Client names withheld at request.

Site Selection Property · 14 weeks

Site selection at national scale.

Scored 12,000 candidate sites against demand, planning, and yield signals. Delivered a ranked shortlist of 200 with full data lineage for the acquisitions team.

3× faster shortlisting than prior workflow
Anomaly Detection Finance · 8 weeks

Graph-based detection for payments anomalies.

Existing rules surfaced the obvious. We built an explainable graph model that flagged clusters of coordinated activity invisible to legacy systems.

62% lift in confirmed anomalies, false-positive rate held
Embedded Systems Industrial · 11 months

On-device ML across an edge sensor fleet.

Compressed and quantised inference models running on-edge across thousands of telemetry units. Strict power, memory, and latency budgets — with over-the-air model updates.

47% reduction in payload bandwidth, <10ms inference
High Performance Computing Energy · 9 months

Distributed optimisation for grid-scale planning.

Mixed-integer optimisation across 1,000+ stochastic scenarios. Built a job-orchestration layer that runs on the client's shared HPC cluster, with reproducible runs.

22× speed-up vs. single-machine solver baseline
05Firm

Brisbane-based. Globally distributed.

We work alongside in-house teams to build, ship, and operate data systems in production. Specialists across statistics, operations research, GIS, and applied ML.

Based in Brisbane, Australia, Dataiva Solutions operates with a diverse team of specialists across five countries. Our global presence enables us to provide round-the-clock support and leverage diverse perspectives to deliver the best possible solution.

Headquarters Brisbane, Australia
Footprint Five countries · follow-the-sun delivery
Specialists Statistics · OR · GIS · ML
Engagement Fixed-scope diagnostic, then phased build
Founded 2024
06FAQ

Frequently asked.

Do you work with companies outside your listed industries? +

Absolutely. While we have deep expertise in property, construction, payments, energy, and manufacturing, we've successfully solved data challenges across many other sectors. Complex problems are our specialty, regardless of industry.

How long does a typical project take? +

It depends on the complexity and scope. Simple predictive models might take 4–6 weeks, while complex optimisation systems can take 3–6 months. We always start with a proof of concept to demonstrate value before moving to full implementation.

Do we need to have our data “ready” before working with you? +

Not at all. Part of our expertise is working with messy, incomplete, or scattered data. We'll help you identify what data you need, clean what you have, and even suggest new data sources you might not have considered.

Can you integrate with our existing systems? +

Yes. We build solutions that work with your current technology stack. Whether you use SAP, Salesforce, or custom-built systems, we ensure our solutions integrate seamlessly with your existing workflows.

How do you ensure data security and privacy? +

Data security is paramount. We follow industry best practices, use secure cloud infrastructure, and can work within your existing security protocols. We're happy to discuss specific security requirements during our initial consultation.

Do you provide training for our team? +

Yes. We believe in empowering your team to use and understand the solutions we build. We provide comprehensive training and documentation so you can maximise the value of your investment.

07Contact

Get in touch.

Describe the problem in a sentence or two. We respond within two business days with a proposed diagnostic.

Or email enquiries@dataivasolutions.io directly.