Reference Data Management
Graphshare: Clean, codified reference data that powers better decisions, smoother integrations, and smarter AI.

Resolve the ongoing battle between IT and business teams by centralizing data visibility, improving data quality, and giving the business the transparency, they need—while maintaining control.

The current common environment

In 2025, IT spend is massive – but outcomes still hinge on one foundation: trusted, consistent reference data. It’s the shared language for people, systems, and AI. Without it, decisions conflict, integrations break, and AI gets unreliable.

Unify people, systems, and AI with clean, connected, and trusted reference data.

In a world where IT spend exceeds $5.6 trillion and AI now drives core business processes, one truth remains constant – your organisation is only as smart as its data. 

With Graphshare you can create a reference data management platform, which helps you take control of the codes, classifications, and structures that define your enterprise.

It’s a modern, graph-based solution designed to simplify integrations, strengthen governance, and enable accurate, AI-ready decision-making.

Reference data is the backbone of every enterprise – the shared vocabulary that ensures consistency across people, processes, and systems. It defines products, customers, transactions, locations, and business rules. When it’s wrong or inconsistent, the consequences ripple across your organisation. 

Clean, well-governed reference data enables confident decision-making, accurate reporting, efficient integrations, and reliable AI performance. Thats where Graphshare comes in. Applying our deep understanding of data management, we can develop for clients the data model required to express their Data Management needs and configure and deploy their metadata repository.

 

  • Departments use conflicting definitions and codes.

  • Reports don’t reconcile between systems.

  • AI models make probabilistic guesses based on incomplete or inconsistent inputs.

  • Integration projects balloon in cost as translation rules multiply.

Democratise access to trusted reference data across the organisation.

  • Browser-based interface — no training required.

  • Full-text search — find reference data in seconds.

  • Visual gallery — explore code sets, hierarchies, and mappings intuitively.

  • Collaboration tools — provide feedback, request changes, and align on definitions.

  • Confidence and clarity — every team works from the same data foundation.

Reduce complexity and integration costs with a single source of truth for all reference data.

  • Central hub for internal and external code lists.

  • APIs for seamless access from any system, ETL, or data warehouse.

  • Manage mappings and translations in one place, not scattered across apps.

  • Hyperfast lookups using memory or LDAP-based queries.

  • Lower integration costs by up to 30% and accelerate data onboarding.

Feed your AI and analytics systems with clean, codified, context-rich reference data.

  • Provide structured, validated datasets for LLMs and AI agents.

  • Reduce hallucinations and probabilistic errors through standardised inputs.

  • Maintain transparency and governance over data feeding AI models.

  • Track and control AI deployment points for compliance and auditability.

Graphshare ensures that your AI outputs are consistent, explainable, and grounded in trustworthy data.

Why Graph Databases for Reference Data Management

Graphshare leverages graph database technology to deliver these benefits directly to your enterprise — combining human usability with technical depth.

The Outcome

With Graphshare™ as your central reference data management platform, you can:

  • Establish a single, trusted source of truth across all systems.

  • Eliminate data duplication and reduce rework.

  • Simplify integration pipelines and cut costs.

  • Improve reporting accuracy and governance.

  • Accelerate AI deployment with reliable, deterministic data.

  • Empower teams with accessible, transparent reference data.

Clean reference data isn’t just operational hygiene — it’s a competitive advantage.

Why Graphex Software

Graphex Software builds solutions that help organisations master the relationships between people, systems, and data.

With decades of experience in enterprise data integration and graph-based architecture, our products are designed to deliver clarity, scalability, and control.

Why clients choose Graphshare™:

  • Rapid, incremental deployment — start small, expand fast

  • SaaS model — low overhead, high flexibility

  • Managed service option — we handle governance and updates

  • Works across all sectors — finance, construction, transport, health

  • Future-ready — built for AI and advanced analytics

Ready to Take Control of Your Reference Data?

Bring order to complexity. Connect your people, systems, and AI around one trusted data foundation.

Ready to Take Control of Your Reference Data?

Bring order to complexity. Connect your people, systems, and AI around one trusted data foundation.