Data Governance & Management

Drive ERP success with clean, controlled, high-quality data.

You will never have less data than you have today. Every month that passes, more customer records, supplier information, product data, and transactional history are added to your systems. An ERP implementation is your best opportunity to take control, improving quality, consistency, and trust in the information that drives your business.

At Gradient, we help you ensure that data governance and management are a proactive priority in your organisation’s ERP journey. By defining clear ownership, quality standards, and control processes from the start, you avoid last-minute issues and ensure your new system is populated with clean, consistent, and well-managed data.

We help you take control of your data from the outset, so your ERP project launches on a solid foundation and continues to deliver value long after go-live.

Data governance and management provide the framework to ensure your ERP is fuelled by trustworthy information, enabling confident decision-making, smooth operations, and a foundation for future analytics and AI.

A data-first approach

ERP projects touch every corner of your organisation – finance, supply chain, operations, HR, and customer service. Poor-quality data undermines ERP performance, slows adoption, and erodes trust in the system. Without clean, consistent, and well-governed data, even the most advanced system will struggle to deliver value.

A data-first approach ensures you start with the foundations for:

  • Clean, accurate data that users can trust.
  • Clear governance structures defining who owns and manages each data domain.
  • Consistent definitions and standards across business units.

  • Ongoing quality control so your ERP stays accurate long after go-live.

Benefits of effective data governance

  • Improved reporting confidence – consistent, high-quality data underpins reliable analytics.
  • Reduced ERP project risk – fewer migration errors, less rework, and stronger adoption.
  • Better cross-functional alignment – shared data definitions and clear ownership reduce duplication and conflict.
  • Long-term data value – governance structures and tools that keep data quality high beyond go-live.

Our approach

We facilitate and oversee a structured governance process, working alongside your ERP vendor and internal teams to ensure stakeholders are accountable to a governance framework that ensures data quality is achieved, maintained, and used strategically.

Strategy and governance

  • Define clear data governance principles, priorities, and desired outcomes to guide ERP decisions.

  • Map roles and responsibilities, from data owners to executive sponsors, so accountability for data quality is built in.

  • Address data quality issues early – including identifying and fixing inaccurate, incomplete, or duplicate records, and standardising data formats and naming conventions across departments.

Extract and transform

  • Build a secure, centralised data environment to support both ERP migration and long-term analytics needs.

  • Consolidate ‘dynamic’ master data elements – such as customers, vendors, inventory, bills of materials (BOMs), pricing etc – into a single source of truth.

  • Apply cleansing, de-duplication, and transformation rules; archive or remove obsolete records; and embed validation logic to ensure consistency, compliance and trust in the data.

Migration and control

  • Oversee migration planning to reduce risk, improve adoption, and ensure legacy data is migrated only when it adds value.

  • Validate that all data loaded into ERP meets defined quality standards through rigorous testing and stakeholder review.

  • Ensure ongoing governance processes are embedded post–go-live, including data monitoring, ownership assignment, and periodic quality checks to maintain integrity over time.

Gradient’s data governance and management services ensure your ERP is built on a single version of the truth – clean, complete, and ready to deliver results from day one.

Talk to us about preparing your data for ERP success

Helping businesses transform since 1997

Customer focused

Your success is our priority. Whether you’re planning an ERP project or navigating system challenges, we’re here to support you every step of the way.

Experienced

Every engagement is led by senior consultants who have decades of experience delivering ERP solutions to organisations across multiple industries.

Collaborative

We work for you, not for system vendors. We collaborate closely with any vendors or partners to keep objectives clear, delivery accountable, and your project on track.