Data Governance Framework

Data Governance Services

Don’t overthink over-engineered data solutions.

We empowered Australian Businesses with Comprehensive Data Governance Solutions, At Virtual Consultants Australia, we are experts in delivering tailored data governance services with the right-fit approach. We simplify complex data to meet business needs. We have a proven track record of making data governance achievable and approachable for our clients. We add tangible value to effective data governance to ensure that data is secure, high-quality, and accessible for decision-making. We believe in providing successful & sustainable data governance services.

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    Why Choose Virtual Consultants Australia?

    • Proven expertise in data governance strategy and implementation.
    • Deep understanding of Australian business requirements and regulations.
    • Use of cutting-edge tools like Purview and Collibra to streamline workflows.
    • Customized solutions designed to meet the unique needs of IT service providers.

    Transform your data into a valuable business asset with Virtual Consultants Australia. Contact us today to learn more about our data governance services and start your journey towards data excellence!

    Getting Started

    Our Data Governance Services

    We offer end-to-end solutions to help Australian or worldwide small and large businesses or organisations optimise their data management practices:

    01  Data Governance Consulting–Program Management

    • Our expert advice is to create and maintain robust data governance
      strategies.
    • Alignment with global standards, including the DGI Data Governance
      Framework and data governance standards such as GDPR and
      CCPA.

    02  Data Governance Framework Development

    • Building frameworks that ensure compliance, security, and data usability.
    • Focused on scalability to adapt to business growth.

    03  Master Data Management

    • Managing critical business data to ensure consistency and reliability.

    04  Data Governance Program Implementation

    • Implementation of policies, standards, and best practices.
    • Tools such as Microsoft Purview and Collibra for efficient
      management.

    05  Meta data Management

    We are committed to helping your organisation translate and define all the data assets with real meaning through the selection and implementation of data governance tools and utilities such as Collibra and Purview, including a data glossary, data dictionary, and data catalogue lineage. At Virtual Consultants Australia, we specialize in tackling data-related challenges. Based on your analytics maturity, we’ll guide you in identifying the essential artifacts needed and creating a practical plan for their development and maintenance.

    06    Data Governance Tools Integration

    • We offer customized solutions that integrate tools like Purview and Collibra to optimize workflows.
    • We stay ahead of the evolving landscape of modern data trends. With the rapid advancements in Big Data technology, many
      clients feel overwhelmed by the plethora of options available to improve their data management capabilities. That’s where we come in. Our experienced consultants and technical specialists are dedicated to helping clients select the right tools that meet their needs and are future-proof. We also provide support for the seamless implementation of these solutions.

    07  Data Quality, Rules Security and Privacy Services

    • We evaluate and improve the data quality standards within your
      organization to ensure accuracy and reliability.
    • Our team implements robust IT security controls to protect sensitive data from breaches and unauthorized access.
    • We are dedicated to helping you achieve regulatory compliance with confidence. Navigating the intricate landscape of regulatory requirements can be daunting, but we’re here to simplify the process. We assist you in classifying, storing, and managing your data in accordance with regulations like GDPR and CCPA, helping you avoid costly fines and safeguard your reputation.

    08   Data Governance and Policies

    We specialize in developing comprehensive corporate AI policies that outline acceptable use, data management, and ethical standards. Our goal is to ensure that your corporate data remains secure while being utilized in an ethical manner. By partnering with us, you can establish clear guidelines that protect your organization and promote responsible data usage

    Our Focus on Data & AI

    Virtual Consultants Australia specializes in rapidly establishing data management and governance functions tailored to your organization’s needs. With our hands-on approach and extensive delivery experience, we seamlessly integrate into your broader team, ensuring a cohesive workflow. Our expertise has enabled us to implement clear data management, privacy, and security controls while successfully launching your data platform. Thanks to our practical methodologies, we empower you to build and share data products in just weeks, rather than months, accelerating your time to market.

    Ethics frameworks and ethical AI

    At Virtual Consultants Australia, we understand that biases can jeopardize multi-year, multi-million-dollar data analytics projects. That’s why it’s crucial to maintain regulatory compliance while conducting ongoing ethical audits throughout the enterprise data lifecycle. Our team of experts combines theoretical knowledge with practical experience to help you navigate these challenges effectively. We ensure that your analytics initiatives are not only successful but also ethically sound, safeguarding your investment and promoting trust in your data-driven decisions.

    Adversarial AI Readiness and Implementation

    Adversarial AI refers to a range of techniques designed to deceive AI systems by exploiting their vulnerabilities. The consequences can be severe, leading to costly errors as these systems are manipulated to serve the attacker’s interests. Unfortunately, many companies overlook the potential risks associated with Adversarial AI, failing to implement effective strategies to counter these threats. At Virtual Consultants Australia, our seasoned consultants specialize in assessing your organization’s readiness to tackle these unique challenges. We work closely with you to develop robust strategies that safeguard your machine-learning models from adversarial attacks, ensuring the integrity and reliability of your AI initiatives.

    Ethics frameworks and ethical AI

    At Virtual Consultants Australia, we understand that biases can jeopardize multi-year, multi-million-dollar data analytics projects. That’s why it’s crucial to maintain regulatory compliance while conducting ongoing ethical audits throughout the enterprise data lifecycle. Our team of experts combines theoretical knowledge with practical experience to help you navigate these challenges effectively. We ensure that your analytics initiatives are not only successful but also ethically sound, safeguarding your investment and promoting trust in your data-driven decisions.

    Adversarial AI Readiness and Implementation

    Adversarial AI refers to a range of techniques designed to deceive AI systems by exploiting their vulnerabilities. The consequences can be severe, leading to costly errors as these systems are manipulated to serve the attacker’s interests. Unfortunately, many companies overlook the potential risks associated with Adversarial AI, failing to implement effective strategies to counter these threats. At Virtual Consultants Australia, our seasoned consultants specialize in assessing your organization’s readiness to tackle these unique challenges. We work closely with you to develop robust strategies that safeguard your machine-learning models from adversarial attacks, ensuring the integrity and reliability of your AI initiatives.

    Our Approach to Perform Data Governance Assessments and Implementation

    At Virtual Consultants Australia, we follow a systematic Data Governance Lifecycle to ensure your data is managed effectively:

    • Identification of data sources and establishing governance policies.
    • Classification of data based on sensitivity and business value.
    • Assigning roles and responsibilities to data stewards, custodians, and owners.
    • Ensuring secure and accurate data integration from multiple sources.
    • Use of automated processes for seamless ingestion.
    • Managing data transfers with precision to optimize storage and accessibility.
    • Implementing cloud-based and on-premise storage solutions.
    • Performing quality assessments to identify gaps and errors.
    • Establishing standards for consistent, reliable data.
    • Applying robust IT security controls to protect against breaches.
    • Compliance with Australian data protection regulations.
    • Safely discarding data that is no longer relevant while adhering to privacy laws.

    Data Governance - Profiled Practices

    This collection of best practices profiled in this guide would not be possible without the willingness of companies to generously share their time, experiences, tools and templates with us.

    Data Governance Tools We Use

    Microsoft Purview

    • A unified platform for data discovery, classification, and lineage
      tracking.
    • Provides seamless integration with existing systems to enhance
      compliance.

    Collibra

    • A leading data governance platform that empowers businesses to manage data effectively.
    • Offers data cataloging, workflow automation, and privacy management tools.

    Our Packages

    Basic Data Governance Audit

    Review of current practices, identification of gaps, and
    preliminary recommendations.

    2-4 weeks

    Pricing to be discussed

    Policy Development Package

    Creation of data governance policies aligned with
    organizational needs and industry standards.

    4-6 weeks

    Pricing to be discussed

    Data Governance Framework

    End-to-end framework design, including roles,
    responsibilities, and governance models.

    6-8 weeks

    Pricing to be discussed

    Data Lifecycle Management

    Strategy for managing data creation, retention,
    archiving, and deletion, including compliance checks.

    6-8 weeks

    Pricing to be discussed

    Data Governance Training

    Workshops for teams to understand governance
    policies, best practices, and implementation strategies.

    1-2 weeks

    Pricing to be discussed

    Ongoing Support Package

    Monthly support for implementing and monitoring data
    governance initiatives.

    Ongoing
    (Monthly)

    Pricing to be discussed

    Frequently Asked Questions (FAQs)

    Policies, roles, processes, data standards, and governance tools like Purview and Collibra

    By assessing business needs, defining policies, assigning roles, and implementing the right tools.

    Centralized, decentralized, and hybrid governance models tailored to
    organizational needs.

    Data governance focuses on policies and standards, while data management is about operational execution.

    A service that helps businesses establish and maintain policies, processes, and tools to manage data effectively.

    Our Client Success Stories

    Data Governance Solutions by Virtual Consultants Australia

    At Virtual Consultants Australia, we empower organizations across diverse sectors to harness the power of tailored data governance frameworks and strategies that meet their specific needs. Here are few examples of how our data governance consulting and services have successfully transformed banking, insurance, and retail businesses.

    Banking Sector

    Enhancing Data Quality and Security in Financial Crime Programs

     

    A prominent Australian bank encountered significant challenges in managing sensitive data associated with financial crime investigations, legal notices, and potential data breaches. The absence of a structured data governance framework exposed them to vulnerabilities and inefficiencies in their data handling processes.

     

          • Developed a comprehensive data quality framework to guarantee the accuracy, consistency, and secure handling of sensitive data.
          • Designed and implemented an optimized data load framework to facilitate the seamless ingestion of sensitive data without errors.
          • Integrated advanced data governance tools, including Microsoft Purview, to monitor data access and lineage effectively.
          • Aligned our framework with the DGI Data Governance Framework to ensure adherence to global standards.

     

                        • Achieved 99% accuracy in sensitive data handling.
                        • Achieved an impressive 99% accuracy in the handling of sensitive data.
                        • Prevent potential data breaches through robust security measures.
                        • Streamlined compliance with financial regulations, enhancing trust among stakeholders.

    Insurance Sector

    Role-Based Access Control and Unstructured Data Management

     

    An Australian insurance provider faced challenges with inefficient access control mechanisms and unmanaged unstructured data, leading to risks of unauthorized access and operational delays.

     

            • Designed and implemented a role-based access control (RBAC) system to streamline role assignments and reduce access risks.
            • Conducted comprehensive scanning and categorization of unstructured data to ensure sensitive information was properly identified and secured.
            • Established data governance policies to enforce access restrictions and ensure compliance with privacy regulations.
            • Leveraged Collibra to automate workflows and enhance overall data management capabilities.

     

                  • Achieved an 85% reduction in unauthorized access incidents.
                  • Enhanced operational efficiency by 30% through streamlined role management.
                  • Strengthened compliance with industry standards for data protection and privacy.

    Retail Sector

    Establishing Data Governance Guardrails and Quality Frameworks

     

    A large retail chain in Australia faced challenges due to the absence of standardized processes for managing organizational data, leading to inconsistent data quality and governance inefficiencies.

     

     

          •  Developed comprehensive data governance frameworks to establish clear guidelines for data usage and management.
          • Formed a data council consisting of key stakeholders to oversee governance activities and ensure alignment with business objectives.
          • Created data quality frameworks for all datasets to guarantee the reliability and usability of information.
          • Conducted training sessions to ensure employees were aligned with the organization’s data governance strategy and policies.

     

     

                  • Achieved a 70% improvement in data quality scores across the organization.
                  • Enhanced decision-making capabilities through access to high-quality, consistent datasets.
                  • Fostered a culture of accountability and responsibility regarding data governance.

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