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Capability

Data & AI

We help organisations turn scattered data into clear, reliable insights — and apply AI thoughtfully alongside, with the governance and oversight expected of any critical business system.

What we help with

How we deliver Data & AI.

The work overlaps on purpose — the same people stay across strategy, design and build, so nothing important gets lost in a handover.

01

Reporting & Analytics

Operational dashboards and board reporting that leaders trust and act on.

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We design reporting around the decisions that actually need to be made — not around what is easiest to visualise. Definitions, ownership and refresh cycles are agreed up front, so the numbers in a board pack, an operational dashboard and a regulator submission tell the same story. Where dashboards already exist, our first instinct is usually to consolidate rather than add.

02

AI & Automation

AI applied where it earns its place — with clear evaluation, controls and a way to switch it off.

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Not every problem benefits from AI, and we will tell you when that is the case. Where AI does help, we treat it like any critical system — clear use case, measurable evaluation, human oversight, and a documented way to roll it back. Automation follows the same rule: small, reversible, monitored, and only where it removes more friction than it introduces.

03

Data Platforms

Modern data warehouse and lakehouse setups with lineage, quality and ownership built in.

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We design data platforms on the assumption that auditors, analysts and operational teams will all rely on them. Lineage, quality controls and data ownership are agreed at design time — not retrofitted six months in. Where the existing warehouse is sound, we will usually recommend extending it rather than replacing it.

Connections

Connected to what you already run.

The systems you already run, pulled into one connected core — then put to work across your business.

FromSystems you work across
MicrosoftMicrosoft
AWSAWS
Google CloudGoogle Cloud
SnowflakeSnowflake
DatabricksDatabricks
OSOneStream
OpenAI
Anthropic
IntoOne trusted platform

A governed data & AI platform

Your data brought together and trusted — with AI applied on top, under proper oversight.

AcrossYour business
Delivered in
Mining
Banking & Financial Services
Hotels & Hospitality
Government & Public Sector

Plus data warehouse, lakehouse and streaming feeds — with lineage, quality and ownership built in from day one.

Processes we manage

End-to-end processes we can run.

Not just systems — the day-to-day business processes that run on them, mapped and managed from first step to last.

P1

Source to Insight

  1. Ingest sources
  2. Model & transform
  3. Govern & certify
  4. Publish
  5. Decide
P2

Report to Board

  1. Agree metrics
  2. Build semantic model
  3. Certify numbers
  4. Distribute
  5. Review
P3

Idea to Automation

  1. Identify use case
  2. Prototype
  3. Evaluate
  4. Deploy
  5. Monitor
P4

Model to Production

  1. Frame the problem
  2. Train & evaluate
  3. Guardrails & oversight
  4. Deploy
  5. Measure & retire
Selected work

What this looks like in practice.

Representative engagements from our team’s track record — kept anonymous to protect client confidentiality.

Analyst reviewing financial dashboards on a tablet
Asia-Pacific bankBanking & FinTechShowcase

Enterprise BI platform & Centre of Excellence

What we did

Established a full BI & Data Analytics Centre of Excellence, built and developed a high-performing specialist team, and architected an enterprise BI platform on the Microsoft SQL Server stack with standardised data models, delivery frameworks, and release processes.

The challenge

There had been no central BI capability. Reporting was fragmented across business units, with inconsistent governance and delivery practices — resulting in each team producing and trusting its own numbers.

Software integrations
ResultReporting 60% faster — still the bank's BI backbone
MiningShowcase

Major Australian Mining Company

We delivered a major milestone project for one of Australia’s top mining companies: a GenAI-powered Safety Chatbot that enabled natural-language querying and actioning of critical safety datasets. As part of this initiative, we also engineered a suite of golden safety datasets that now serve as a trusted foundation for multiple downstream applications, analytics teams, and future AI solutions across the organisation.

Integrations
ResultAI foundation paving a way for future solutions
HotelsShowcase

Asia-Pacific Integrated Resort Group

We developed a Golden Data Warehouse and a modern self-service analytics platform that provided comprehensive 360-degree visibility into Integrated Resort operations — spanning casino, hotel, retail, dining, transportation and other key business areas. In parallel, we created an advanced customer journey and customer analytics capability that significantly improved customer retention relative to competitors.

Integrations
Result360° customer view, reused across regions
GovernmentShowcase

Australian government department

The department needed a modern, well-governed data platform to underpin its digital transformation. We defined the enterprise data platform blueprint and governance patterns, and guided 80+ business teams onto consistent, trusted data.

Integrations
ResultFoundation for a landmark data transformation
The outcomes this work is meant to land:
Faster reporting

Reports that took weeks now run in days, on data people agree on.

One operating picture

A single view across operations, customers, finance and people.

Data people trust

Clear lineage and ownership, not yet another conflicting dashboard.

AI that earns its place

Useful AI in real workflows, with measurement and oversight.

SPEAK WITH OUR TEAM

Ready to make things better?

Send us a short note about what you’re working toward. We’ll get back to you within a business day.