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Physical Data Modelling

Implementation-level model covering storage, partitioning, indexing and performance design.

Book a scoping callSee how it runs
30 minutes · a senior architect, not a salesperson · no obligation
Dimensional and semantic modelling depthBusiness definition facilitation with stakeholdersPerformance engineering for analytical workloadsModel documentation linked to the data
BUILT ON
MicrosoftAzureAWSGoogle CloudDatabricksSnowflake
CHALLENGES

The problems Physical Data Modelling exists to solve

The same metric calculated differently in different reports
Analysts rebuilding logic in every new report
Structures that cannot answer new questions without redevelopment
No agreed definition of core business entities
30 minutes · a senior architect, not a salesperson
WHAT IT IS

What is Physical Data Modelling?

Implementation-level model covering storage, partitioning, indexing and performance design.

SENIOR-LED

Conceptual, logical and physical models

One agreed definition of every core metric

PRODUCTION-READY

Agreed business definitions and glossary linkage

Reports that reconcile to each other

KPI-DEFINED

Semantic layer with certified measures

New questions answered without rebuilding

Scoped against your data, not a template

Get a free
discovery sprint

Before you commit, we help you confirm the use case, check data readiness, define the KPI, and map what Physical Data Modelling could deliver for your organisation.

For a limited number of teams each quarter, we run the full sprint free of charge.

Claim a free sprintTrusted by data leaders
across industries
LIMITED SLOTS AVAILABLE17 of 25 free sprints filled8 remaining
  1. DiscoverUnderstand your challenges and opportunities
  2. AssessEvaluate data readiness and current state
  3. DefineDefine KPIs, scope and success metrics
  4. Deliver valuePrototype, validate and deliver quick wins
  • No commitmentExplore the value, risk-free.
  • Focused outcomesWe define impact, KPIs and success.
  • Fast & collaborativeDelivered by experts, built for your team.
OUR APPROACH

How Physical Data Modelling runs

01
Confirm objectives, stakeholders, constraints and success measures
Review current systems, data, controls and delivery readiness
Prepare the target design, backlog, governance and implementation plan
Test the priority requirements through a prototype, pilot or controlled design review
Configure, integrate, test and deploy the approved solution
Train users, transfer knowledge and establish operating procedures
Monitor adoption, performance, cost, quality and improvement opportunities
7 stages · senior-led · first value inside 30 days
KEY CAPABILITIES

What we bring to Physical Data Modelling

  1. 01Dimensional and semantic modelling depth
  2. 02Business definition facilitation with stakeholders
  3. 03Performance engineering for analytical workloads
  4. 04Model documentation linked to the data catalogue
  5. 05Design that anticipates AI consumption, not only reporting
Tell us the outcome you want, we will tell you what it takes
BENEFITS

What you get, and what follows

A complete Physical Data Modelling foundation that drives clarity, control and confidence across your organisation.

DELIVERABLESEverything we deliver to build a strong, governed Physical Data Modelling capability.
  • Conceptual, logical and physical models
  • Agreed business definitions and glossary linkage
  • Semantic layer with certified measures
  • Performance and storage design
  • Model documentation and lineage
  • Handover and enablement
BUSINESS OUTCOMESThe outcomes you achieve, and the impact that follows.
  • One agreed definition of every core metric
  • Reports that reconcile to each other
  • New questions answered without rebuilding
  • Faster, cheaper report development
  • A data structure AI systems can reason over reliably
  • No obligationYou keep the written summary either way
  • Tailored to youFocused on your data, priorities and goals
  • Expert-ledDelivered by specialists with real-world experience
INVESTMENT & DELIVERY

How we engage on
Physical Data Modelling

A proven delivery approach that is transparent, flexible and built to deliver lasting value.

DELIVERY MODELFixed price or milestone basedDelivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.
WHO THIS IS FOR
  • Banks, insurers, superannuation funds and professional-services firms
  • Construction, engineering and infrastructure contractors
  • Government agencies and regulated public-sector bodies
  • Large enterprises and mid-market organisations undergoing modernisation
  • Clear from the startScope, timeline and price confirmed up front
  • No surprisesTransparent approach at every stage
  • Senior-led deliveryExperienced team focused on your outcomes
OUR CUSTOMERS

What our customers say

Real feedback from the organisations we build with — what changed, in their words.

All customer stories
Reconciliation that took our team nine days now closes in three — with a full audit trail on every match. It changed how the board sees AI.
Finance ManagerGCC Construction Group, Dubai
Site teams stopped digging through folders. They ask the assistant, they get the clause with a citation, and they move on.
Project DirectorTier-One Contractor, Sydney
The anomaly models flag outliers the week they appear, not at quarter-end. We stopped two overruns before they hit the P&L.
Commercial DirectorProperty Developer, Dubai

Our partnerships with
industry leaders

MicrosoftSolutions Partner
Google CloudPartner
SalesforcePARTNER
AWSpartner
network

Scope Physical Data Modelling
in one call

Thirty minutes with a senior architect, not a salesperson. You leave with a candid read on where Physical Data Modelling fits, what it would take, and a written summary you keep — whether or not we work together.

  • NSW GovernmentICT Services Scheme
  • ICN GatewayPremium Member
  • ISO 27001Certification in progress
  • 30 minutesFocused expert session
  • Clear next stepsA practical plan for your organisation
  • No obligationYou decide what's right for you