Genpact Risk Manager for Model Risk from Genpact

Cloud-based platform for model lifecycle management, validation, and monitoring. Provides model inventory management, validation workflows, documentation tools, and performance tracking. Includes regulatory reporting capabilities and analytics for model risk assessment.

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Product analysis by function

Model Risk Management for Risk Management

Systems for developing, validating, and monitoring risk models used throughout the bank.
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Model Inventory & Lifecycle Management
(8 Yes /8 Known /10 Possible features)

Model Validation & Governance
(6 Yes /6 Known /10 Possible features)

Model Performance Monitoring
(6 Yes /6 Known /10 Possible features)

Model Risk Quantification
(2 Yes /2 Known /10 Possible features)

Data Management & Integration
(5 Yes /5 Known /10 Possible features)

Audit & Compliance
(3 Yes /3 Known /10 Possible features)

Reporting & Analytics
(8 Yes /8 Known /10 Possible features)

User Experience & Accessibility
(4 Yes /5 Known /10 Possible features)

Security & Privacy
(8 Yes /8 Known /10 Possible features)

Deployment & Scalability
(5 Yes /5 Known /10 Possible features)

Model Inventory and Documentation
(0 Yes /0 Known /13 Possible features)

Model Validation and Performance Monitoring
(0 Yes /0 Known /13 Possible features)

Risk Assessment and Aggregation
(0 Yes /0 Known /13 Possible features)

Governance and Workflow Management
(0 Yes /0 Known /13 Possible features)

Regulatory Compliance and Reporting
(0 Yes /0 Known /13 Possible features)

Integration and Interoperability
(0 Yes /0 Known /13 Possible features)

Security and Data Protection
(0 Yes /0 Known /13 Possible features)

Audit and Traceability
(0 Yes /0 Known /13 Possible features)

Analytics and Reporting
(0 Yes /0 Known /13 Possible features)

Configurability and Usability
(0 Yes /0 Known /13 Possible features)

Scalability and Reliability
(0 Yes /0 Known /13 Possible features)

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Centralized Model Inventory A comprehensive, searchable repository of all models with classification and metadata.		Genpact Risk Manager advertises a comprehensive, searchable model inventory including classification and metadata.
Version Control Ability to track and manage different versions of a model through its lifecycle.		Portfolio management and change history implies model version control is supported.
Model Lineage Tracking Tracks model evolution, ownership, and historical changes.		Model history and evolution tracking is a standard feature based on documentation.
Automated Model Registration Allows fast and standardized addition of new models to the system.		Described as providing automated model registration and onboarding workflows.
Model Documentation Repository Centralized documentation storage, including methodology, usage guides, and policies.		Comprehensive documentation repository is listed as core functionality.
Expiry and Decommissioning Alerts Automated notifications for end-of-life, renewal, or mandatory review.		No information available
Bulk Model Import/Export Ability to upload or download multiple models and related data in standard formats.		Bulk model import/export tools are described in platform documentation.
User Access Control Configurable permissions to manage and restrict model editing and viewing.		Role-based permissions and access management discussed among Genpact features.
Model Dependency Mapping Visual or tabular mapping of interdependencies among models.		No information available
Real-time Model Status Dashboard Visualization of model states (e.g., development, production, retired) in real-time.		Real-time model status dashboard is highlighted as a key user feature.

Automated Model Validation Workflow Pre-defined workflows for validation processes including independent reviews and sign-offs.		Automated validation workflows are part of core offering per Genpact's solution overview.
Validation Testing Suite Integration In-built or integrable tools for running backtesting, benchmarking, and stress testing.		No information available
Audit Trail Immutable records of all actions, decisions, and reviews performed on each model.		Audit trail and tracking of validations are supported as noted in compliance modules.
Regulatory Compliance Checks Automated checks for alignment with relevant financial regulations (e.g., SR 11-7, TRIM).		Automated regulatory compliance checks cited as part of regulatory module.
Segregation of Duties Ensures different users/teams manage model ownership, development, and validation.		Segregation of duties and permissions management is described (user conflict avoidance).
Approval Workflow Customization Configurable workflows for model sign-off at multiple stages or committees.		Approval workflow customization included, as stated in the list of workflow tools.
Validation Scheduling and Calendars Tools for setting up periodic reviews and validation events.		Validation event scheduling and calendar features are mentioned.
Exception Reporting Automatic reporting of validation findings, exceptions, and breaches.		No information available
Policy Repository and Enforcement Central store for governance policies and enforcement of policy adherence.		No information available
Validator Independence Checks Controls to ensure validators do not have conflicts of interest with development teams.		No information available

Performance Metric Calculation Automated calculation of accuracy, bias, stability, and other model KPIs.		Automated calculation and monitoring of model KPIs is listed as available.
Drift Detection Automated identification of data or concept drift impacting model performance.		Drift detection for both data and models is included in monitoring module.
Threshold Alerts Real-time alerts when performance metrics cross predefined thresholds.		Threshold-based alerts are standard in model performance dashboard.
Customizable Monitoring Frequency Ability to set different monitoring intervals (e.g., daily, weekly, monthly) for each model.		No information available
Monitoring Dashboard Central dashboard visualizing ongoing performance indicators for all models.		Central monitoring dashboard is a described use case.
Data Quality Checks Automated validation of input data quality and suitability for each model.		Data quality checks, validation, and monitoring are part of platform documentation.
Outlier Detection Automatic identification and reporting of abnormal scoring behaviour.		Outlier detection tools are referenced for monitoring and performance management.
Usage Logging Detailed logging of each time a model is used for decision-making.		No information available
Performance Heatmaps Visual heatmaps of performance by product, segment, or other key attributes.		No information available
Historical Performance Archive Secure storage and access to historical performance data for trend analysis.		No information available

Model Risk Scoring Assigns quantitative risk scores based on model complexity, impact, and criticality.		Model risk scoring features and risk aggregation are shown in Genpact's product page.
Exposure Calculation Engine Automates calculation of exposures across portfolios using each model.		No information available
Capital Impact Estimation Estimates impact of model error on regulatory and economic capital requirements.		Capital impact estimation for regulatory requirements is explicitly listed.
Risk Ranking Dashboard Visualizes and ranks model risk across the inventory.		No information available
Scenario Analysis Tools Allows analysis of model risk under various scenarios and assumptions.		No information available
Customizable Risk Assessment Frameworks Enables design and application of risk assessment methodologies specific to institution needs.		No information available
Aggregated Risk Reporting Provides a top-down view on aggregate model risk across the enterprise.		No information available
Materiality Thresholds Configurable criteria for the definition of high-, medium-, and low-risk models.		No information available
Loss Event Tracking Logs realized losses attributable to model errors/failures.		No information available
Model Risk Appetite Integration Allows mapping of model risk exposure to board-approved risk appetite statements.		No information available

Data Source Integration Connects with internal and external data sources/databases for model inputs.		Data source integration for model inputs and risk factors is supported.
ETL Pipeline Tools Extract, transform, and load (ETL) processes for ingesting and cleaning modeling data.		ETL (Extract, Transform, Load) data management outlined in feature list.
Data Lineage Tracking Tracks the origin and transformation of all data used in models.		No information available
Automated Data Quality Reporting Produces regular reports on data accuracy and completeness.		Automated data quality reporting referenced in Genpact documentation.
Secure Data Storage Ensures compliance-aligned, encrypted data storage.		Cloud solution references encryption and secure data storage (compliance-aligned).
Anonymization/Pseudonymization Tools for protecting sensitive information in data feeds.		No information available
Data Update Frequency The frequency with which internal databases are updated with new data for modeling.		No information available
Batch and Real-Time Processing Supports both scheduled batch and instant real-time data processing.		Cloud and real-time processing for model monitoring cited in public materials.
Data Schema Versioning Manages changes to data structures and fields over time.		No information available
Data Access Logs Maintains an audit log of every dataset access or change.		No information available

Full Audit Trails End-to-end tracking of user actions, approvals, and model changes.		Platform maintains a complete audit trail and logs user/model actions end-to-end.
Regulatory Policy Mapping Maps system features and controls to external standards/regulations (e.g. ECB, Basel).		No information available
Reporting Templates Pre-defined reports for internal/external audits and regulatory submissions.		Reporting templates and export capabilities referenced for audits and compliance.
Audit Log Export Enables exporting detailed logs for external review.		No information available
Role-based Access Management Configurable access restrictions to ensure only authorized personnel can perform sensitive actions.		Role-based access management and permission controls are mentioned.
Change Approval Workflows Mandates approval before modifications or deployments.		No information available
Model Risk Committee Integration Records and supports committee decisions, minutes, and reporting.		No information available
Data Retention Schedules Enforces data retention and deletion policies to comply with legal obligations.		No information available
Regulatory Alert Management Alerts users of regulatory deadlines or new requirements.		No information available
External Auditor Access Provides secure temporary access for external auditors.		No information available

Custom Report Builder Drag-and-drop or code-based tools for custom analytics/report creation.		Custom report/design tools are referenced as part of the analytics package.
Scheduled Report Delivery Automated scheduling and distribution of reports to stakeholders.		Report scheduling and automated report delivery mentioned.
KPI Dashboards Visual dashboards summarizing key model risk and validation metrics.		KPI dashboards and analytics visualizations are described.
Ad Hoc Query Tools Allows on-demand, user-defined queries against model and risk data.		Ad hoc query support for exploring/model risk and audit data is available.
Interactive Data Visualization Interactive charts, tables, and graphics for deeper insights.		Interactive analytic data visualization is referenced in product literature.
Export Formats Supports exporting reports in multiple formats (PDF, CSV, XLSX, etc).		Export to Excel/CSV/PDF and other formats is part of reporting.
Drill-down Analytics Allows users to explore underlying data for key metrics and charts.		Drill-down analytics for risk and validation dashboards are part of solution.
User-specific Dashboards Personalized dashboards based on user roles and interests.		No information available
APIs for Data Access Programmatic access for integration with other analytics environments.		APIs available for integrating and extracting model/risk data reported in datasheet.
Historical Trend Analysis Visualization and analysis of metric trends over selected periods.		No information available

Intuitive User Interface Easy-to-navigate interface for both technical and non-technical users.		User-friendly web/cloud UI described in brochure and user feedback.
Multi-language Support System available in multiple languages to support global teams.		Not as far as we are aware.* No public evidence of multi-language support; appears primarily English.
Mobile Access Model management and monitoring available on mobile devices.		Platform is web-accessible and compatible on mobile browsers, but no dedicated app.
Role-based Dashboard Customization Personalized dashboard views based on user roles and preferences.		No information available
Bulk Actions Support Ability to carry out bulk updates or actions for efficiency.		No information available
Accessibility Compliance Adherence to standards like WCAG for users with disabilities.		No information available
In-app Help and Tooltips Embedded help features and contextual tips throughout the system.		Tooltips and live help referenced in user interface section.
Onboarding Tutorials Guided steps or training modules for new users.		Onboarding tutorials and step-by-step guides provided to help adoption.
User Feedback Capture Interfaces for users to submit feedback or improvement suggestions.		No information available
Usage Analytics Collects and visualizes platform usage metrics for optimization.		No information available

End-to-End Encryption Encryption of data at rest and in transit.		Cloud platform includes data encryption at rest and in transit.
Multi-factor Authentication Enhanced login security via additional authentication factors.		Multi-factor authentication available for all SaaS deployments per security section.
Granular Access Permissions Detailed layer-based access configuration for all features/data.		Granular permission system described in technical documentation.
Single Sign-On (SSO) Integration Integration with enterprise identity providers for unified access control.		Supports SSO integration with enterprise identity providers.
Anomaly Detection in System Access Automatic detection of unusual or suspicious user activity.		Anomaly detection in system access is available as part of advanced security.
Segregation of Sensitive Data Strict isolation and access limits for sensitive or confidential data.		No information available
Comprehensive Logging Persistent, tamper-proof logs of all access and activity.		Comprehensive logging is a part of compliance and audit modules.
Automated Permission Reviews Scheduled reminders and tools for regular privilege reviews.		No information available
Compliance with Data Privacy Laws Assurance of adherence to GDPR, CCPA, and other applicable data privacy standards.		Stated compliance with data privacy requirements (GDPR/CCPA) on site.
Security Patch Management Regular and prompt updates/patching for all components.		Security patch management and regular updates referenced in support policy.

Cloud Deployment Support Ability to run natively on major public/private cloud infrastructures.		Cloud-native deployment and support for AWS/Azure listed.
On-premises Deployment Option Ability to deploy on the bank's internal servers and data centers.		No information available
Hybrid Deployment Flexibility Mix of on-premises and cloud deployments for disaster recovery/business continuity.		No information available
Horizontal Scalability System can scale to manage growing model inventories and data volumes.		Designed to scale horizontally as portfolio/data volumes increase.
API Integration Support Robust REST/SOAP APIs for integrating with other enterprise systems.		Robust API integration support for enterprise systems is advertised.
Automated Backups Scheduled, automated backups for disaster recovery options.		Automated data backup and disaster recovery options described.
Disaster Recovery Tools Built-in support for rapid data restoration in case of outage.		Integrated disaster recovery tools included in Genpact’s hosted solution.
Containerization Support Supports Docker/Kubernetes for flexible deployment and scaling.		No information available
Multi-tenant Capabilities Supports separation of data and workflows across different organizational units.		No information available
Deployment Time Time required to deploy and configure the solution for production use.		No information available

Centralized Model Inventory Maintains a complete, up-to-date list of all models in use across the institution.		No information available
Automated Model Registration New models are automatically registered in the inventory upon deployment.		No information available
Version Control Tracks different versions of each model and maintains a full version history.		No information available
Model Metadata Management Stores and manages extensive metadata for each model (purpose, owner, inputs, outputs, etc.).		No information available
Model Documentation Repository Centralized location for storing model documentation, including development notes, validation reports, and audit trails.		No information available
Model Ownership Assignment Each model has designated owners and stakeholders clearly identified.		No information available
Change Logging Logs every change made to models or documentation for audit purposes.		No information available
Model Decommission Tracking Tracks retired/decommissioned models alongside active ones.		No information available
Model Categorization Categorizes models by risk tier, business function, and regulatory impact.		No information available
Documentation Completeness Score Measures the percentage of required documentation fields completed for each model.		No information available
Documentation Accessibility Documentation is easily accessible to relevant staff and auditors.		No information available
Automated Model Onboarding Workflow Streamlines onboarding with automated forms and steps.		No information available
Role-based Access for Documentation Access to model documentation is controlled by user role and permission settings.		No information available

Automated Model Validation Scheduling Schedules regular model validation exercises and tracks completion.		No information available
Validation Workflow Management Manages steps and approvals for validation activities, with status tracking.		No information available
Model Performance Metrics Tracks KPIs such as accuracy, stability, bias, and drift.		No information available
Threshold Monitoring for Metrics Alerts when monitored performance metrics breach predefined thresholds.		No information available
Model Drift Detection Detects if a model's performance has materially changed over time.		No information available
Backtesting Capability Automated tools for backtesting model predictions using historical data.		No information available
Data Quality Monitoring Evaluates input data quality for model reliability.		No information available
Validation Findings Repository Stores validation reports and findings with resolution tracking.		No information available
Outcome Analysis Frequency Frequency with which model outcomes are reviewed.		No information available
Peer Review Process Includes mandatory peer review of validation results.		No information available
Automated Reporting of Validation Issues Validation findings automatically trigger notifications and escalation.		No information available
Independent Model Review Support Allows for auditor or independent reviewer access and review workflows.		No information available
Model Performance Visualization Provides dashboards and charts for visualizing validation and performance data.		No information available

Model Risk Scoring Assigns risk tiers or quantitative risk scores to each model based on impact, complexity, and use.		No information available
Aggregate Model Risk Dashboard Displays aggregate model risk exposure at the enterprise and business unit levels.		No information available
Scenario Analysis Support Facilitates scenario testing of model failures/weaknesses.		No information available
Risk Aggregation Automation Automatically compiles model risks into enterprise-wide reports.		No information available
Concentration Risk Identification Identifies areas of undue model risk concentration (e.g., by vendor or business line).		No information available
Risk Heatmap Generation Produces visual heatmaps of model risk across organization.		No information available
Risk Appetite Alignment Check Compares model risks to stated institution risk appetite/tolerance.		No information available
Model Dependencies Mapping Maps dependencies between models to surface systemic risk.		No information available
Regulatory Capital Impact Calculator Estimates regulatory capital requirement impact of models.		No information available
Risk Assessment Frequency The regularity with which formal risk assessments are performed.		No information available
Automated Risk Trend Analysis Tracks changes in model risk scores or classifications over time.		No information available
Stress Testing Integration Enables integration with broader stress testing systems.		No information available
Portfolio-level Risk Summaries Compiles model risks for groups or portfolios of models.		No information available

Workflow Automation for Approvals Enforces approval steps for model creation, changes, validation, and decommissioning.		No information available
Role-Based Permissions User roles and permissions govern access to model features and data.		No information available
Audit Trails Comprehensive audit logs for all user and system actions affecting models.		No information available
Policy Enforcement Engine Automated enforcement of institution’s model risk management policies.		No information available
Exception Management Tracks and manages exception requests and approvals related to model risk rules.		No information available
SLA Monitoring for Model Reviews Monitors and reports on service-level performance for key model management processes.		No information available
Delegated Authority Workflows Allows for workflow steps to be delegated to appropriate roles/groups.		No information available
Change Management Workflows Automates workflows for proposed model modifications or redevelopments.		No information available
Document Approval Routing Routes new/updated model documentation for sign-off by required approvers.		No information available
Process Compliance Score Percent of governance tasks completed on time and in full.		No information available
Conflict of Interest Checks Ensures independence in reviews and approvals to prevent conflicts of interest.		No information available
Integration with HR Systems Links user permissions with HR records for role verification.		No information available
Pre-built and Customizable Workflow Templates Includes standard workflow templates, e.g., for new model onboarding, validation, etc.		No information available

Automated Regulatory Reporting Auto-generates regulatory reports tailored to applicable frameworks (e.g., SR11-7, ECB, PRA).		No information available
Pre-built Regulatory Templates Provides templates aligned to major global and regional MRM regulatory standards.		No information available
Regulatory Change Tracking Tracks and alerts users to new or updated regulatory requirements.		No information available
Audit Readiness Reports Quick generation of compliance evidence packs for audits.		No information available
Regulatory Gap Analysis Tools Assesses model risk management processes against current regulation.		No information available
Regulatory Submission History Archive of previous regulatory filings and correspondences.		No information available
Compliance Attestation Workflows Facilitates gathering sign-offs and attestations on compliance status.		No information available
Regulatory Reporting Frequency Frequency at which formal regulatory reports are generated/submitted.		No information available
Regulatory Reference Library Central repository for latest applicable regulations and guidance.		No information available
Automated Control Testing Periodically tests regulatory controls for effectiveness.		No information available
Regulatory Impact Flagging Flags models with increased scrutiny or regulatory attention.		No information available
Custom Regulatory Fields Configuration of custom fields to meet unique regulatory needs.		No information available
Multi-jurisdictional Compliance Support Handles regulatory requirements for multiple regions/jurisdictions.		No information available

Open API Access RESTful APIs for integration with internal risk, data, and reporting platforms.		No information available
Batch Data Import/Export Supports mass data transfer for models, metadata, performance data, etc.		No information available
Plug-in Connector Framework Allows integration with third-party data, analytics, or regulatory tools.		No information available
Real-time Data Feeds Support Can consume and process real-time market, risk, or operational data feeds.		No information available
Integration with Model Libraries Easy import/export of models from standard libraries or development environments.		No information available
Single Sign-On (SSO) Integration Enables secure SSO via enterprise identity providers (LDAP, SAML, OAuth).		No information available
Third-Party Validation Plug-ins Connects with external validation vendors or consultants.		No information available
Regulatory Submission Gateways Direct submission to regulatory systems via secure channels.		No information available
Automated Data Mapping Automates mapping of internal data fields to external/regulatory schema.		No information available
API Call Capacity Maximum number of API calls supported per minute.		No information available
Integration Setup Time Average time required to set up a new integration.		No information available
Audit Logging of API Interactions Tracks all external API/API connector accesses for audit purposes.		No information available
Bulk Data Synchronization Supports scheduled bulk synchronization of data across platforms.		No information available

Encryption at Rest and in Transit Sensitive data is encrypted in all states.		No information available
Granular Access Controls Restricts data and function access to only authorized users/groups.		No information available
Multi-factor Authentication (MFA) Supports strong user authentication with multiple factors.		No information available
Intrusion Detection and Alerting Monitors for security incidents and notifies administrators.		No information available
Data Masking Masks or redacts sensitive fields for non-privileged users.		No information available
Configurable Data Retention Policies Customizable policies for retention and deletion of all records.		No information available
Full Audit Logging Captures every access, change, and export of sensitive data.		No information available
GDPR/CCPA Compliance Tools Built-in tools to facilitate compliance with privacy regulations.		No information available
Penetration Testing Support Platform regularly tested for vulnerabilities.		No information available
Role-based Encryption Keys Encryption keys segregated by user or function role.		No information available
Access Review Frequency Frequency of mandatory access control reviews.		No information available
Secure File Transfer Protocols Supports SFTP, FTPS, HTTPS, and other secure protocols for file transfers.		No information available
Incident Response Automation Automates aspects of incident investigation and remediation.		No information available

Comprehensive Activity Logging Records every user action, change, and event in the system.		No information available
Historical Model State Reconstruction Ability to reconstruct the state of any model at any point in time.		No information available
Automated Audit Trails for Model Lifecycle Automated capture of model lifecycle events for audit trail.		No information available
User Action Attribution All activity traceable to individual users.		No information available
Configurable Audit Data Retention Customizable retention periods for audit logs.		No information available
Forensic Data Export Enables export of logs in standard forensic formats.		No information available
Change Approval Tracking Documentation of who approved/reviewed each model change.		No information available
Automated Audit Report Generation Irregular and periodic audit-ready reports generated automatically.		No information available
Audit Issue Lifecycle Management Tracks open audit items, remediations, and closure status.		No information available
Auditor Access Portal Dedicated portal for auditor review of model documents and logs.		No information available
Exception Logging Explicit logging of all deviation/exceptions from policy or workflow.		No information available
Time to Prepare Audit Report Average time required to produce a full audit report.		No information available
Automated Evidence Pack Assembly Assembles a package of relevant evidence for each model at the click of a button.		No information available

Custom Report Builder Users can design and schedule custom reports on models, risk, validation, etc.		No information available
Automated Dashboard Generation Pre-built and customizable dashboards visualize key metrics and trends.		No information available
Natural Language Query Support Allows users to ask questions and generate reports using natural language.		No information available
Drill-down Analytics Interactive reports allow users to drill into detailed data.		No information available
Export to Standard Formats Exports reports and analytics to PDF, Excel, CSV, etc.		No information available
Scheduled Report Distribution Automates email or portal report delivery on a fixed schedule.		No information available
Ad-hoc Query Speed Time to run an ad-hoc analytic query on the entire dataset.		No information available
Automated KPI Notifications Sends alerts if key performance indicators deviate from set thresholds.		No information available
Data Visualization Library Wide range of chart, graph, map, and interactive visualization tools.		No information available
Self-service Data Exploration Business users can explore data and generate insights without IT support.		No information available
Predictive Analytics Tools Supports building and evaluating predictive models (e.g., model obsolescence risk).		No information available
Anomaly Detection Analytics Automatically detects unusual or outlier model behavior or risk drivers.		No information available
Usage Metrics Monitoring Tracks user access, utilization, and most viewed reports.		No information available

Custom Field Configuration Admins can add custom fields/attributes to models, workflows, or records.		No information available
Custom Workflow Designer Users can create/edit workflows to match unique internal processes.		No information available
Branded User Interface Support Supports custom branding, color schemes, and logos.		No information available
Multi-language Support System is available in multiple languages for global teams.		No information available
Accessibility Compliance UI is compliant with accessibility standards (e.g., WCAG 2.1).		No information available
Mobile Device Compatibility Optimized for tablet and mobile use, or via native app.		No information available
Help and Guided Tours Includes built-in help, walkthroughs, and onboarding tours.		No information available
User Feedback and Feature Request Portal Tool for users to submit feedback or feature requests.		No information available
User Preference Profiles Users can set display, notification, and workflow preferences.		No information available
Custom Notification Settings Users can tailor notification triggers and formats.		No information available
Number of Supported Languages Quantifies how many languages are included out of the box.		No information available
Role-based UI Customization UI dynamically adapts to user's role and typical activities.		No information available
Self-service Dashboard Customization Users can modify their dashboard layout and displayed metrics.		No information available

High Uptime Guarantee SLA-backed platform uptime percentage.		No information available
Horizontal Scalability Can handle increases in users, models, and transactions with minimal delay.		No information available
Disaster Recovery Protocols Comprehensive, tested disaster recovery and business continuity processes.		No information available
Load Balancing Support System automatically balances load across infrastructure to maintain performance.		No information available
Usage Capacity Maximum recommended number of concurrent users.		No information available
Peak Model Portfolio Size Maximum recommended number of models under management.		No information available
Automatic Scaling Automatically allocates resources for increased usage.		No information available
Platform Update Transparency Users are notified of system updates, maintenance, and feature rollouts.		No information available
Monitoring and Alerting for Downtime Proactive monitoring and alerting in the event of system outages.		No information available
Failover Infrastructure Redundant hardware/cloud resources ensure service continuity.		No information available
Batch Processing Speed Average time to process a batch operation (e.g., model import, validation run).		No information available
Support for Multi-tenancy Can securely host multiple independent client environments.		No information available
Continuous Backup Frequency Interval at which platform data is automatically backed up.		No information available

Genpact Risk Manager for Model Risk from Genpact

Product analysis by function

Model Risk Management for Risk Management

Model Inventory & Lifecycle Management (8 Yes /8 Known /10 Possible features)

Model Validation & Governance (6 Yes /6 Known /10 Possible features)

Model Performance Monitoring (6 Yes /6 Known /10 Possible features)

Model Risk Quantification (2 Yes /2 Known /10 Possible features)

Data Management & Integration (5 Yes /5 Known /10 Possible features)

Audit & Compliance (3 Yes /3 Known /10 Possible features)

Reporting & Analytics (8 Yes /8 Known /10 Possible features)

User Experience & Accessibility (4 Yes /5 Known /10 Possible features)

Security & Privacy (8 Yes /8 Known /10 Possible features)

Deployment & Scalability (5 Yes /5 Known /10 Possible features)

Model Inventory and Documentation (0 Yes /0 Known /13 Possible features)

Model Validation and Performance Monitoring (0 Yes /0 Known /13 Possible features)

Risk Assessment and Aggregation (0 Yes /0 Known /13 Possible features)

Governance and Workflow Management (0 Yes /0 Known /13 Possible features)

Regulatory Compliance and Reporting (0 Yes /0 Known /13 Possible features)

Integration and Interoperability (0 Yes /0 Known /13 Possible features)

Security and Data Protection (0 Yes /0 Known /13 Possible features)

Audit and Traceability (0 Yes /0 Known /13 Possible features)

Analytics and Reporting (0 Yes /0 Known /13 Possible features)

Configurability and Usability (0 Yes /0 Known /13 Possible features)

Scalability and Reliability (0 Yes /0 Known /13 Possible features)