Bikram
has
extensive
experience
in
management
and
business
consulting,
leading
complex
transformation
and
modernization
programs
across
risk,
regulatory
and
compliance,
capital
markets
and
investment
management.
He
has
successfully
collaborated
with
senior
business,
technology
and
operations
leaders
across
Canada,
the
United
...
Why are banks rethinking risk now
For today’s financial services institutions, risk management is no longer confined to compliance. It has evolved into a strategic capability that directly influences and shapes business performance, optimize capital allocation and strengthens organizational resilience.
Each time a new regulation is introduced, a supervisory finding is published, or an earnings call reveals weaker-than-expected returns, risk rises to the top of the executive agenda. Yet when the immediate pressure subsides, deeper transformation often loses momentum. A reactive approach to risk calculation, management and reporting remains common and costly. Global non-compliance fines have reached approximately $14 billion in 2024 alone (Thomson Reuters Regulatory Intelligence, 2024).
This article explores how financial services, leaders can move beyond reactive compliance and unlock sustainable value by rethinking ftheir approach to data, integration and governance.
While our primary focus is on capital markets (Basel/B3R, credit risk, market risk, operational risk, liquidity risk and asset liability management) and fraud (anti-money laundering / anti-terrorist funding), the strategic principles and implementation considerations discussed are equally relevant across other Financial services functions.
The new landscape of risk and regulations
The financial services sector operates in an environment shaped by continuous regulatory evolution and heightened scrutiny. Canada has adopted the Basel III capital and liquidity standards through OSFI’s (Office of the Superintendent of Financial) guidelines, integrating global risk management principles into domestic regulatory framework.
Key components include:
- Capital Adequacy Requirements (CAR) – Minimum capital based on risk-weighted assets to absorb losses
- Leverage Ratio (LR) – Capital relative to total exposures
- Liquidity Adequacy Requirements (LAR) – Short- and longer-term liquidity resilience
- Pillar 3 Disclosure Guidelines – Enhanced public reporting obligations
- Risk-Weighted Assets (RWA) Attribution and Forecasting – Detailed explanation of monthly and quarterly changes in capital consumption
Banks must continuously interpret evolving requirements, harmonize them across business units and systems, and deliver transparency to regulators, boards and investors — all while managing costs and advancing their digital transformation agendas.
Success increasingly depends on treating risk management not as a defensive reporting obligation, but as a foundation for more agile and informed decision-making.
From compliance burden to strategic capability - The data dilemma
Every major transformation in risk management begins with data — and often encounters its first obstacles here.
Risk data flows across multiple systems and business lines, each operating within its own definitions, controls and processes. The same information may be classified differently across departments, creating fragmentation and ambiguity. When mergers, acquisitions or new platforms are introduced, these inconsistencies tend to multiply.
The result is a fragmented data environment characterized by:
- Manual reconciliations
- Inconsistent reporting outputs
- Limited transparency into drivers of change
- Reduced confidence in forecasting and analytics
Without strong governance and alignment, institutions struggle to move from reactive compliance to forward-looking insight.
Designing for integration and flexibility
Integration challenges are a persistent theme in large-scale transformation initiatives. When banks merge entities or modernize legacy systems, misaligned product taxonomies, inconsistent processes and fragmented data flows can significantly impede progress.
Designing for flexibility from the outset is essential. This begins with a clear articulation of desired business outcomes, followed by alignment of systems, data structures and control framework to enable and sustain those objectives.
Key enablers include:
- Enterprise-wide data governance frameworks
- Standardized definitions and controls across risk and finance
- Scalable technology architectures capable of adapting to regulatory updates
- Cross-functional collaboration between risk, finance and business teams
Institutions that embed flexibility into their architecture are better positioned to adapt swiftly to regulatory change, without incurring repeated structural disruption or costly rework.
From cost center to value creator
When risk data is fully integrated into business performance measurement, the role of the function fundamentally evolves.
By linking risk and return at the desk, portfolio or product level, financial institutions gain clear insight and visibility into which activities, clients and products generate the strongest risk-adjusted returns. Capital measurement, capital management and funding allocation then become part of a streamlined and integrated process rather isolated reporting exercises.
This shift enables:
- More effective capital allocation
- Improved forecasting accuracy
- Faster and more reliable reporting cycles
- A transition from backward-looking compliance reporting to proactive strategy
Risk management, when integrated across the enterprise, becomes a driver of strategic clarity and performance optimization.
Recommendations building adaptive, insight-driven risk functions
To create meaningful and sustainable change, financial services organizations should focus on three interdependent priorities
1. Build adaptive data foundations
- Develop flexible, well-governed data pipelines that adapt to new systems and evolving regulatory requirements.
- This ensures a consistent, trusted source of truth across risk, finance, and operations.
2. Design for integration and agility
- Align processes and technology with clearly defined business objectives.
- Implement adaptable frameworks that evolve alongside shifting priorities and regulations requirements, ensuring continuity and sustained compliance.
3. Connect risk to performance
- Embed risk analytics into strategic planning and forecasting to inform forward looking decision-making.
- Measure and manage risk-adjusted returns at a granular level to identify where value is created or eroded.
Benefits: turning attribution into advantage
A recent engagement with a major North American bank illustrates the measurable impact of this approach.
The institution sought to better explain and forecast changes in its risk-weighted assets (RWA). Manual processes and fragmented data limited transparency and slowed reporting cycles.
By implementing a flexible and automated RWA attribution framework capable of isolating key drivers — including volume changes, parameter shifts and portfolio composition — the organization achieved:
- Over 70% faster RWA calculations and attribution reporting
- Reduced manual intervention and operational errors
- Enhanced visibility into risk-adjusted returns across products and clients
- Improved forecasting accuracy and strengthened investor confidence
What began as a regulatory reporting enhancement evolved into a broader strategic capability, improving efficiency, transparency and decision-making.
Conclusion: building the future of risk
As the financial services landscape continues to evolve, institutions that position risk as a dynamic, insight-driven capability will set themselves apart.
Risk calculation and reporting across capital markets and treasury are no longer purely confined to compliance functions. They have become strategic enablers - demanding integrated governance, robust risk frameworks and scalable technology controls to meet rising regulatory expectations efficiently.
By aligning data, governance and technology with strategic objectives, banks can transform compliance obligations into clarity and uncertainty into confidence.
Risk management is no longer simply about satisfying regulatory requirements. It is about navigating change with precision and purpose, and creating lasting value for the organization and its stakeholders.
We work with leading financial institutions to design and deliver integrated risk transformation initiatives, combining regulatory expertise with scalable technology and data solutions to help organizations strengthen capital management, transparency and performance. Connect with our experts for more information.
About the authors
Bikramjit Singh – Director, Business Consulting: Bikram has extensive experience in management and business consulting, leading complex transformation and modernization programs across risk, regulatory and compliance, capital markets and investment management. He has successfully collaborated with senior business, technology and operations leaders across Canada, the United States, Europe and Australia to strategize, design and implement target operating models spanning front, middle and back offices.
He holds an MBA from the Rotman School of Management (University of Toronto), specializing in finance & strategy and a bachelor’s degree in electrical engineering.
Utathya Chakravarti – Manager, Consulting Expert: Utathya (UT) is a seasoned leader and subject matter expert in banking risk and regulation, with more than 20 years of experience in data, processes, calculations, analytics, reporting and compliance. He has led successful large-scale implementations at six of the ten largest banks in Canada and the United States.
As a former professor, he combines deep research, established standards and first-of-their-kind methodologies to deliver solutions that have been well received and praised by peers, mentees, clients, executives and regulators. His passion is identifying pain-points and developing unique, scalable, flexible and robust solutions that strengthen financial processes around the world.
For more information on CGI’s risk management services, contact us.