TruContext: Turn Enterprise Data into Business-Ready Data Products.
TruContext uses AI-powered discovery and business context to transform fragmented data, duplicated business logic and disconnected information into governed, certified and reusable data products.
Your Enterprise Has Plenty of Data. But Can Your Business Actually Use It?
The challenges holding enterprises back
- Data Fragmentation
- Duplicated Data and Business Logic
- Knowledge Trapped in Silos
- Inconsistent Business Metrics
- Slow Data Product Development
- Data Not Ready for AI
From Fragmented Enterprise Data to Trusted Business Context.
TruContext brings together AI-powered discovery, business knowledge and automated data product creation to help enterprises make better use of the data they already own.
It discovers what exists across your enterprise, understands how business data connects, identifies opportunities for reuse and transforms that knowledge into governed, certified data products.
Discover. Understand. Consolidate. Create.
- Discover: AI-Powered Data Discovery
- Understand: Business Context Intelligence
- Consolidate: Intelligent Data Rationalisation
- Create: Automated Data Product Creation
Business-Ready Data Products Across Enterprise Domains.
TruContext helps enterprises move beyond technology-driven data models towards products organised around actual business needs.
- Sales: Store Sales & Margin. Understand sales performance, profitability and store-level trends.
- Merchandising: Sell-Through & Inventory Health. Improve inventory visibility and merchandising decisions.
- Customer: Customer 360 & Loyalty. Build a unified view of customer behaviour and loyalty.
- Marketing: Promotion Effectiveness. Measure campaign performance and promotional outcomes.
- Banking: Loan Repayment & Collections. Track delinquency, repayment performance and recoveries.
- Finance: Financial Performance. Provide consistent financial metrics and reporting.
- Risk & Credit: Risk and Credit Intelligence. Enable access to consolidated and trusted risk information.
- Treasury: Treasury & ALM. Support liquidity, treasury and asset-liability management.
- Compliance: Compliance & Audit. Improve access to governed information for compliance and audit activities.
More Than Data Discovery. A Smarter Way to Build and Manage Data Products.
- Built Around Business Demand: Data products are identified using actual query patterns, BI usage and business requirements rather than assumptions about what the business needs.
- AI-Powered Contextualisation
- Reuse Over Rebuild
- Consistent Business Definitions
- Governed and Auditable
- Ready for Business and AI
Turning Complex Data Environments into Trusted Data Products.
TruContext has demonstrated its capabilities across retail and banking environments, working with existing enterprise data infrastructure.
Case study 1 · Retail: From 23,800 Tables and Views to 16 Certified Data Products.
A retail enterprise operating on Azure Databricks needed a faster way to identify and create business-ready data products. TruContext analysed existing data assets, query patterns, BI reports, pipelines and business knowledge to identify reusable data products aligned with existing business marts.
- Tables and views scanned: 23,800
- Data products uncovered and certified: 16
- KPIs reconciled: 234
- Time to first data product: 4 weeks
- Reuse over rebuild: 70%
- Business users supported: 475
Business impact: A repeatable and governed approach to data product creation, reducing duplication and enabling business users and AI agents to access trusted information.
Case study 2 · Banking: Rationalising Fragmented Data Across 4 Business Domains.
A banking enterprise operating across Teradata and BigQuery faced duplicated entities, inconsistent business logic and unclear ownership across its data landscape. TruContext discovered overlapping data assets, consolidated business knowledge and created certified data products aligned with business domains.
- Certified data products: 26
- Business domains: 4
- Tables analysed: 14,000
- Views analysed: 8,000
- Reports: 670
- Dashboards: 128
Business impact: 26 certified data products, each with a designated owning department, built on the existing enterprise data warehouse.
Your Data Has More Potential. Let’s Unlock It.
You don’t need another data platform to start getting more value from the one you already have. TruContext helps you discover what exists, connect business knowledge, eliminate duplication and build trusted data products that accelerate business intelligence and AI adoption.
Contact TruVis · truvis.ai
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