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HomeThe Future of Granular Data Reporting

The Future of Granular Data Reporting

Local Expertise, Global Technology

Project STREAM - Statistical Reporting & Data Management

Central Bank Malaysia’s strategic initiative to modernize the national financial data ecosystem by transitioning from traditional aggregate reporting to a granular, transaction-level data collection framework.

  • Loan level data
  • T+1 submission timeline
  • Standardized file & data model/data sets
  • API-based sumission
  • Sequential data submisison
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Strengthening Compliance Through Detailed Data

Enhancing Regulatory Oversight Through Granular Data

Granular data refers to detailed, record-level data that captures information at the lowest level of detail, rather than in aggregated or summarized form.

Granular data allows organizations to:

  • Perform deeper analysis
  • Detect errors and anomalies
  • Improve data quality
  • Meet regulatory and audit requirements
  • Make better business decisions

Granular Data in Regulatory Reporting

Granular Data Reporting (GDR) improves the overall reporting process and regulatory oversight, giving regulators deeper visibility and stronger control.

  • Improves Data Accuracy

    Transitioning to granular data reduces discrepancies and improves reporting integrity

  • Enhanced Risk Monitoring

    Spot anomalies or unusual patterns faster, support more effective trend analysis

  • Improved Decision Making

    Enhances visibility into risks and market trends, enabling deeper analysis, faster, and more targeted actions

Introduce Our Solution

Future-proof your reporting with a unified, granular data model that keeps you ahead of regulatory change.

Solution Overview

Granular Data Model Reporting Hub

A comprehensive, cloud-native regulatory reporting hub designed to streamline the entire reporting lifecycle, from data ingestion to reporting submission.

Built on a modular, open architecture, our solution empowers financial institutions to meet global regulatory requirements efficiently and accurately at scale.

With our platform, financial institutions are prepared to deliver high-quality granular reports and gain immediate efficiency by eliminating reconciliations.

Granular Data Foundation

Purpose-built to support both granular and aggregated reporting, our platform aligns with current needs and prepares for future global regulatory shifts toward granular data collection.

Data Quality by Design

Embedded data quality mechanisms, including over 2,000 pre-configured data controls and 10,000+ validation rules deliver data accuracy, completeness, and reliability across the reporting lifecycle.

Built for Scale

Its modular, cloud-native design supports high-volume data ingestion and processing, while enabling AI-driven enrichment and automation.

Malaysia Granular Data Reporting

How can we help?

Our platform covers the full value chain, with the best-of-breed solutions and flexibility. The solutions were designed to enable easy integration with both internal and other vendor products.

  • Flexible Data Model

    Granular by design with global regulatory coverage

  • Data-centric Approach

    To improved data quality and efficiency gains

  • Modular, Open Architecture

    For flexibility faster time to value

  • Cloud-native Architecture

    For vertical and horizontal scaling, data volumes and AI

  • Workflow Efficiency

    To reduce the time and cost of regulatory compliance

Platform Features

Flexible Data Ingestion

Support multiple data entry points, allowing institutions to integrate at any stage of their data maturity.

Powerful Calculation Engine

With over 25,000 calculations and 1 million allocation rules, to supports capital, liquidity, credit, and risk calculations.

Embedded AI Capabilities

AI-powered tools such as Chatbot, live validation features, anomaly detection, accelerating decision making, and improving user experience.

Advanced Data Validation & Quality Control

Proactively detects variances and anomalies both at the granular data input level and throughout the entire reporting lifecycle.

Automated Workflow & Task Management

Streamline operations with exception-based processing, task management, and collaborative tooling to enhance team productivity.

Case Management Automation

Automate reporting submissions and regulator feedback with built-in API connectivity. Integrated schedulers keep you on track with reporting obligations and submission deadlines.

Get In Touch with Our Team

Discover how our platform can transform your Central Bank’s Project STREAM journey.

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