Case Study — Apr. 23, 2026
Enabling Confident Regulatory Reporting and Compliance
How commercial banks can strengthen measurement, reporting, monitoring, and compliance through a connected data‑driven workflow.
SEGMENT:
Commercial Bank
WORKFLOW:
Reporting and Compliance
Commercial banks operate in a heavily regulated environment where accurate risk measurement, transparent reporting, and continuous compliance are essential to maintaining financial stability, market confidence, and regulatory trust. From capital and liquidity reporting to fair‑value disclosure, stress testing, and compliance oversight, reporting functions play a critical role in translating complex risk and exposure data into defensible, regulator‑ready outputs.
As regulatory requirements continue to expand across jurisdictions—covering capital adequacy, accounting standards, market transparency, sanctions, ESG disclosures, and third‑party oversight—banks must manage growing data volumes and increasingly complex methodologies. Reporting and compliance teams are expected to deliver timely, accurate, and auditable information while reducing manual effort, controlling costs, and adapting quickly to regulatory change.
A modern reporting and compliance framework brings together risk measurement, regulatory reporting, monitoring, and compliance oversight within a single, integrated workflow. This enables banks to move from fragmented, reactive processes toward consistent, transparent, and forward‑looking regulatory management.
Commercial banks face several persistent challenges in their reporting and compliance operations.
The Challenge
First, regulatory requirements are complex, constantly evolving, and often inconsistent across regions. Capital rules, accounting standards, disclosure regimes, and supervisory expectations continue to expand, increasing the burden on reporting teams to interpret rules, assess impact, and implement changes across the organization.
Second, data fragmentation and quality issues undermine reporting accuracy and confidence. Risk, finance, market, and counterparty data often reside in disconnected systems, requiring extensive manual reconciliation. This slows reporting cycles, introduces errors, and makes it difficult to establish clear data lineage—particularly under frameworks such as Basel III, IFRS 9, CECL, and BCBS 239.
Third, many reporting and stress‑testing processes remain manual and resource‑intensive. Scenario analysis, capital and liquidity calculations, fair‑value disclosures, and look‑through reporting often rely on complex spreadsheets and static templates, limiting scalability and transparency while increasing operational risk.
Finally, banks face heightened scrutiny around monitoring and compliance. Slow reactions to macroeconomic shifts, lagging credit signals, opaque market exposures, and limited visibility into sanctions, ESG risks, and third‑party dependencies can expose institutions to regulatory breaches, financial penalties, and reputational damage.
The Solution: A Connected Reporting & Compliance Workflow
Banks can address these challenges by adopting an integrated reporting and compliance workflow that connects risk measurement, regulatory reporting, monitoring, and compliance oversight on a consistent data foundation.
By centralizing risk, market, and exposure data; embedding forward‑looking scenarios; and automating reporting and monitoring processes, banks can improve accuracy, transparency, and audit readiness—while responding faster to regulatory change and emerging risks.
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1) Measure: Quantify Risk & Exposure |
The Challenge Banks often struggle to clearly quantify how macroeconomic changes, credit risk, market movements, and sovereign exposures translate into portfolio losses, capital impact, and concentration risk. Inconsistent models and incomplete market data reduce confidence in reported metrics. The Solution A unified measurement approach links macroeconomic and sector scenarios directly to credit, market, and capital models. Consistent counterparty scoring, independent market prices and valuations, and sovereign and systemic overlays allow banks to quantify exposures and contagion effects across the portfolio with greater clarity. Impact Improved consistency in risk measurement, clearer visibility into capital and concentration risk, and greater confidence in reported exposures. |
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2) Regulatory Reporting & Stress Testing |
The Challenge Regulatory reports are often built through manual processes using fragmented templates and inconsistent inputs. This increases reporting risk and makes it difficult to demonstrate transparency, data lineage, and methodology to regulators and auditors. The Solution Automating capital, liquidity, stress‑testing, and disclosure calculations on standardized datasets enables more efficient and accurate reporting. Independent valuation inputs and consistent curves and benchmarks support fair‑value disclosures and accounting requirements, while look‑through capabilities improve transparency across funds, indices, and complex holdings. Impact Greater reporting accuracy, stronger disclosure consistency, and faster, more defensible regulatory submissions. |
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3) Monitor: Risk Monitoring & Reporting |
The Challenge Risk monitoring is often backward‑looking, with limited ability to detect macro, market, credit, or ESG‑related risks early. Lagging indicators can delay management action and regulatory response.
The Solution Continuous monitoring of macroeconomic indicators, sector trends, credit migration, market volatility, and ESG signals provides earlier warning of emerging risks. Daily alerts and forward‑looking analytics help teams anticipate shifts rather than react after exposures deteriorate. Impact Earlier risk signals, faster response times, and improved visibility into emerging and non‑traditional risks. |
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4) Comply: Compliance & Oversight |
The Challenge Compliance functions face growing exposure to sanctions violations, vendor risk, trade restrictions, margin rules, and ESG disclosure requirements. Manual oversight processes make it difficult to maintain control across complex, global operations. The Solution An integrated compliance framework supports sanctions screening with look‑through analysis, automates third‑party and vendor oversight, verifies trade routes and counterparties, and manages margin and collateral requirements. ESG and climate exposures are quantified and reported in line with evolving regulatory frameworks. Impact Reduced risk of violations, stronger control over third‑party dependencies, improved cross‑border compliance, and clearer ESG exposure reporting. |
Conclusion
By moving from siloed processes to a connected reporting and compliance workflow, commercial banks can transform how they measure risk, meet regulatory requirements, and oversee compliance obligations. Integrating measurement, reporting, monitoring, and compliance on a shared data foundation improves transparency, auditability, and responsiveness—while reducing manual effort and operational risk.
In an increasingly complex regulatory landscape, a modern reporting and compliance framework enables banks to operate with greater confidence, adapt more quickly to change, and maintain trust with regulators, investors, and stakeholders alike.
Simplify Regulatory Reporting. Strengthen Compliance.
Our solutions help commercial banks streamline regulatory reporting and compliance by connecting risk measurement, reporting, monitoring, and oversight on a single, audit‑ready foundation. With consistent data, automated reporting, and continuous risk and compliance monitoring, banks can improve accuracy, reduce manual effort, and respond with confidence to evolving regulatory demands.