Financial Services

Product Market – Fit

Strengthening Risk Operations Through Structured Change Management

A large banking institution faced increasing complexity in managing risk reporting, regulatory submissions, and internal governance processes. Multiple teams collaborated on shared Excel-based models, creating inefficiencies in version control and auditability.

30%

Reduction in operational cost

40%

Reduction in reporting cycle time

94%

Accuracy in document classification

12 weeks

Time to production deployment

The Challenge 

The Risk function relied on Excel models for:

  • Regulatory reporting and compliance tracking
  • Risk calculations and stress testing
  • Cross-functional reviews and approvals

These processes involved multiple stakeholders working in parallel, often across geographies and functions.

The existing setup resulted in:

  • Multiple versions of the same files with no clear ownership
  • Lack of traceability for changes and approvals
  • Manual reconciliation cycles before submissions
  • Increased risk of errors in regulatory reporting
  • Missed or delayed deadlines due to coordination gaps

The absence of structured change management created both operational inefficiencies and compliance risks.

Our Approach

The solution focused on introducing process governance and controlled collaboration rather than replacing existing tools.

Key elements included:

  • Mapping the end-to-end lifecycle of risk reporting workflows
  • Identifying breakdown points in version control and approvals
  • Defining a structured collaboration model with clear ownership
  • Designing role-based access and controlled editing mechanisms
  • Establishing audit trails to meet compliance requirements

The approach ensured minimal disruption while introducing strong governance.

Execution

The transformation was delivered through a structured product-led execution model:

  • Conducted workshops with Risk, Compliance, and Finance stakeholders
  • Translated business workflows into configurable collaboration rules
  • Implemented controlled access and version management mechanisms
  • Introduced workflow-driven approvals aligned with governance structures
  • Enabled change tracking at a granular level for audit readiness
  • Led user onboarding and adoption through training and phased rollout

Outcomes

  • Significant reduction in version conflicts and data inconsistencies
  • Improved audit readiness with complete traceability of changes
  • Reduction in reporting cycle time by ~30–40%
  • Elimination of missed regulatory deadlines post implementation
  • Enhanced collaboration across teams with clear ownership

Key Takeaways

  • Governance and workflow design are critical in regulated environments
  • Structured collaboration reduces both operational and compliance risks
  • Product thinking can transform legacy processes without replacing tools
  • Auditability and traceability are key drivers of adoption in risk functions

We didn’t just bring structure to how the product manages change and collaboration. We made sure it fits into the way the team already works as individuals. It scaled naturally without disrupting their day-to-day, which made it easy for the team to adopt and actually stick with it.

Engagement Details

Industry: Banking
Client: Risk Department of Leading Bank
Service: Product Management

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