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Governance Frameworks

Every Governance Frameworks service AI Solution Technologies delivers, within the Data Governance & AI-Ready Data practice.

Book a scoping call →See how it runs
Microsoft Purview implementation depthGovernance design that operatesClassification and lineage across a hybridAlignment to regulatory obligations in Australia
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MicrosoftAzureAWSGoogle CloudDatabricksSnowflake

The problems Governance Frameworks exists to solve

Nobody accountable for the accuracy of critical data
Sensitive information stored and shared without classification
No traceability from a reported figure back to source
Governance documented but not operating
Discuss your challenges

What is Governance Frameworks?

Every Governance Frameworks service AI Solution Technologies delivers, within the Data Governance & AI-Ready Data practice.

SENIOR-LED

Governance framework, roles and decision rights

Named accountability for every critical data domain

PRODUCTION-READY

Data catalogue with classification and lineage

Sensitivity known and enforced across the estate

KPI-DEFINED

Ownership and stewardship assignments

Traceability from report to source

Get a free
discovery sprint

Before you commit, we help you confirm the use case, check data readiness, define the KPI, and work out which Governance Frameworks services actually fit the problem you have.

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
STAGE DELIVERY7
  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.

How Governance Frameworks 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
KEY CAPABILITIES

What we bring to Governance Frameworks

  1. 01Microsoft Purview implementation depth
  2. 02Governance design that operates rather than sits on a shelf
  3. 03Classification and lineage across a hybrid estate
  4. 04Alignment to regulatory obligations in Australia and the Gulf
  5. 05Practical stewardship models that busy people can sustain

What you get, and what follows

A complete Governance Frameworks foundation that drives clarity, control and confidence across your organisation.

DELIVERABLESEverything we deliver to build a strong, governed Governance Frameworks capability.
  • Governance framework, roles and decision rights
  • Data catalogue with classification and lineage
  • Ownership and stewardship assignments
  • Policies, standards and control evidence
  • Operating forums and reporting cadence
  • Capability uplift and handover
BUSINESS OUTCOMESThe outcomes you achieve, and the impact that follows.
  • Named accountability for every critical data domain
  • Sensitivity known and enforced across the estate
  • Traceability from report to source
  • Evidence available for audit and regulator
  • The precondition for safe AI deployment
Book a scoping call
  • 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

The services inside Governance Frameworks

Data Governance FrameworksDesign of the policies, roles, decision rights and forums that make data governance operate rather than exist on paper.Microsoft PurviewImplementation of Microsoft Purview for cataloguing, classification, lineage and data protection across the estate.Data OwnershipAssignment of accountable owners and stewards for each data domain, with defined responsibilities and escalation.Policy ManagementDevelopment and lifecycle management of data policies, standards and procedures with evidence of compliance.Data ClassificationDefinition and application of a classification scheme so sensitivity is known and enforceable.Data LineageEnd-to-end traceability of how data moves and transforms from source system to reported figure.Metadata ManagementCapture and maintenance of technical and business metadata in a discoverable catalogue.Business GlossariesAn agreed dictionary of business terms and definitions linked to the physical data that implements them.Data DictionariesDocumented definitions, formats, valid values and ownership for each data element.
INVESTMENT & DELIVERY

How we engage on
Governance Frameworks

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

DELIVERY MODELSMilestone based, or time and materials for evolving scopeFixed price or milestone basedFixed priceDelivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.
WHO THIS IS FOR
  • Government agencies and regulated public-sector bodies
  • Banks, insurers, superannuation funds and professional-services firms
  • Healthcare providers, aged-care operators and NDIS businesses
  • Utilities, energy and resources operators
Get a fixed-scope estimate Ask a question first
  • 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
ELSEWHERE IN THIS PRACTICE

Elsewhere in
Data Governance & AI-Ready Data

View the whole Data Governance & AI-Ready Data practice
Data Quality & Master Data3 services in this discipline.Explore
Privacy & Regulatory2 services in this discipline.Explore
Not sure where your problem sits? The whole Data Governance & AI-Ready Data practice
We will tell you which discipline actually owns it

Scope Governance Frameworks
in one call

Tell us the problem. We'll tell you which of our Governance Frameworks services fit — and exactly how we'd deliver them.

Book your free scoping call+61 466 558 862
  • 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
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