- Case study
- Enterprise Solutions & Advisory
From Manual Risk Reports to an Integrated Reporting Ecosystem
Organizations evolve through different levels of risk-reporting maturity, moving from analyst-managed spreadsheets to unified platforms that connect trading, market data, risk, and finance.
- ETRM/CTRM Solutions
3key outcomes
delivered
The challenge
Many organizations rely on disconnected reporting tools that provide flexibility but create challenges with manual refreshes, version control, data consistency, governance, and auditability.
As reporting requirements grow, organizations need to balance visual clarity, specialized ETRM functionality, scalable data infrastructure, and seamless integration across business systems.
Our approach
We defined a five-level maturity framework to help organizations evaluate their current reporting capabilities and establish a practical path toward integrated risk reporting.
- Manual: Excel-based models for flexible local analysis
- Visual: Power BI or Tableau dashboards for clearer reporting
- Specialized: ETRM platforms for trading and risk workflows
- Governed: Data warehouses and BI tools for consistent, historical reporting
- Integrated: A unified ecosystem connecting trading, market data, risk, and finance
This structured roadmap helps organizations modernize reporting without replacing every system at once.
The results
The maturity framework provides organizations with a clear understanding of their existing reporting capabilities, limitations, and modernization priorities.
It supports a phased transition from manual and fragmented reporting to a governed, scalable, and integrated ecosystem with consistent data and stronger business visibility.
Key outcomes
-
Clear Modernization Roadmap
Five maturity levels provide a structured path from manual spreadsheets to integrated risk reporting.
-
Stronger Data Governance
Standardized definitions, historical data, and clear data lineage improve reporting consistency and auditability.
-
Integrated Decision-Making
Connected trading, market, risk, and finance data provides a unified view for faster and better-informed decisions.
- Manual
- Visual
- Specialized
- Governed
- Integrated
- Excel
- BI Dashboards
- ETRM
- Data Warehouse + BI
- Unified Ecosystem
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