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Data Governance & AI-Ready Data / SUB-PRACTICE 5.1

Governance Frameworks.

Every Governance Frameworks service AI Solution Technologies delivers — 9 in total, 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
BUILT ON
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

What is Governance Frameworks?

SENIOR-LEDGovernance framework, roles and decision rights
PRODUCTION-READYData catalogue with classification and lineage
KPI-DEFINEDOwnership and stewardship assignments

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 of the 9 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 sprint →
THIS SUB-PRACTICE
9SERVICES
0NEW FOR 2026-27
7STAGE DELIVERY

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

DELIVERABLESGovernance framework, roles and decision rightsData catalogue with classification and lineageOwnership and stewardship assignmentsPolicies, standards and control evidenceOperating forums and reporting cadenceCapability uplift and handover
BUSINESS OUTCOMESNamed accountability for every critical data domainSensitivity known and enforced across the estateTraceability from report to sourceEvidence available for audit and regulatorThe precondition for safe AI deployment

The 9 services inside Governance Frameworks.

9 SERVICES
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.

INDICATIVE VALUE
A$250,000 – A$1,200,000A$60,000 – A$250,000A$15,000 – A$60,000
The bands across these 9 services. Each service page carries its own; the scoping call confirms the range for your environment before anything is committed.
DELIVERY MODELS
Milestone based, or time and materials for evolving scopeFixed price or milestone basedFixed price
Delivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.Discuss scope and timing ›
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

What our customers say.

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
"Seven subsidiaries of spreadsheets became one governed reporting platform. The executive finally trusts the numbers on the screen.
Group CFOInfrastructure Holding, Riyadh

Our partnerships with
industry leaders

MicrosoftSolutions Partner
Google CloudPartner
SalesforcePARTNER
AWSpartner
network

Elsewhere in Data Governance & AI-Ready Data.

The whole practice →
SUB-PRACTICE 5.2Data Quality & Master Data3 servicesExplore ›SUB-PRACTICE 5.3Privacy & Regulatory2 servicesExplore ›

Scope Governance Frameworks in one call.

Tell us the problem. We'll tell you which of the 9 services fit — and exactly how we'd deliver them.

Book a scoping call →
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