Data & AI
Connect, transform and govern financial and operational data in a shared semantic model – creating a reliable foundation for reporting, analytics, automation and AI.
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THE FOUNDATION
Finance depends on data from ERP systems, operational platforms, spreadsheets and specialist applications. But when data is fragmented across systems, differently structured and manually transformed, reporting becomes slow, reconciliation becomes difficult and insights become harder to trust. Solitwork Data & AI brings financial and operational data together in a governed finance intelligence layer. Data is integrated, transformed and organised through shared semantic models that define how the business measures and understands performance.
Integrate financial and operational data from ERP platforms, business applications, spreadsheets and other relevant sources - without replacing the systems your organisation already depends on.
Clean, map, standardise and enrich data through transparent and reusable rules. Align accounts, entities, currencies, dimensions and operational drivers.
Provide governed and analysis-ready data to finance teams, reporting platforms and AI solutions using the same trusted structures.
Manage financial definitions, KPIs, hierarchies and calculations centrally. Make data origins, transformations and applied rules transparent.
GOVERNANCE BEFORE AI
It begins with trusted data, consistent definitions and documented business logic. Solitwork establishes the control and context required for relevant, explainable and reusable AI outputs.
The semantic model connects data with business meaning
Solitwork’s semantic models create a shared business language across systems, reports and processes. Accounts, entities, products, customers, projects, currencies and other management dimensions are organised through consistent definitions, hierarchies and relationships.
The semantic layer separates business logic from individual source systems and reports. Finance can manage definitions centrally and reuse them across the organisation – improving consistency, reducing duplicated logic and strengthening traceability.
CAPABILITIES
A governed finance data foundation combines the engineering disciplines required to move data with the business context required to use it confidently.
Connect data from multiple systems, entities and business units in a unified environment. Automate recurring flows and reduce manual data collection.
Convert complex source data into finance-ready structures. Apply reusable rules for mapping, standardisation, enrichment and currency conversion.
Create shared definitions for accounts, dimensions, KPIs, hierarchies and business relationships so users, reports and systems work from the same logic.
Validate data throughout the transformation process and reconcile results back to source systems before inconsistencies affect reporting.
Document data flows, business definitions and transformation logic. Make it transparent how financial information is structured, calculated and used.
Make governed data available to Power BI, Excel and other tools while keeping data and business logic consistent underneath.
Prepare data for AI-assisted analysis, forecasting, explanations and automation using trusted structures and documented business context.
Fragmented data, inconsistent definitions and undocumented calculations create unreliable outputs regardless of the technology applied.
BUSINESS VALUE
The same governed data and semantic models can be reused across management reporting, financial performance analysis, planning and forecasting, consolidation, ESG reporting, working capital analysis and future AI use cases.
Create consistency across reports, dashboards and decisions by managing definitions and business logic centrally.
Automate integration, mapping, validation and reconciliation so finance can focus on analysis.
Structure data around the concepts finance uses to manage the business – not the technical structure of source systems.
Maintain a clear connection between source data, transformations, calculations and reported results.
Connect existing systems and serve the reporting, planning, analytics and AI tools that fit the organisation.
Support today’s reporting requirements while creating the structure needed for future automation and AI.
READY TO MOVE FORWARD?
Create a governed data foundation that connects your systems, standardises your financial logic and prepares finance for scalable analytics and AI.
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