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A comprehensive suite of models and tools that help assess and monitor the creditworthiness of public and private companies. Includes probability of default models, loss given default frameworks, credit scoring models, and peer analysis tools with global coverage.
Systems for assessing, monitoring, and managing the risk of borrower default and credit exposure.
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Multi-source Data Ingestion The product supports ingestion of data from multiple internal and external sources (e.g., core banking, credit bureaus, alternative data). |
Product documentation and marketing emphasize ingestion from multiple internal and external sources, including private and public company financials, credit bureaus, and market data feeds. | |
Real-time Data Processing The ability to process and update datasets in real time. |
Real-time analytics and up-to-date scores referenced in product literature indicate real-time or near-real-time data processing capabilities. | |
Data Quality Management Automated tools to validate, clean, and enrich data records. |
Automated model-based assessments and regular updates suggest automated data quality management features. | |
Customer Profile Unification Consolidates data to a single, unified customer profile. |
Product offers consolidated company profiles, unifying multiple data sources to assess creditworthiness. | |
Transaction Data Storage Capacity to store large volumes of transaction history. |
No information available | |
Batch Data Import Frequency Frequency at which the system can import large external datasets. |
No information available | |
APIs for Data Exchange Availability of APIs for automated, secure data exchange. |
API availability is emphasized for integration and programmatic data exchange. | |
Data Encryption Encryption of data at rest and in transit. |
Mentions of encryption, secure APIs, and compliance in marketing and technical documentation. | |
GDPR/Data Privacy Compliance System compliance with GDPR and/or other data privacy regulations. |
Compliance with GDPR and other data protection frameworks are referenced in the product FAQ and whitepapers. | |
Automated Data Mapping Automates mapping of data fields from various sources to internal models. |
Automated mapping is required for ingesting multiple international datasets; cited in integration guides. | |
Audit Trail for Data Changes System logs all changes to data records for auditing. |
Product documentation indicates that all data and model changes are auditable/logged. | |
Custom Field Creation Easily create and integrate custom data fields. |
No information available | |
Version Control for Datasets Ability to manage versions and snapshots of data over time. |
No information available | |
Data Retention Policy Configurable data retention periods for legal and operational needs. |
System provides configurable data retention and compliance settings per product documentation. |
Integrated Credit Scoring Use of scoring models (traditional or machine learning) for credit risk evaluation. |
Integrated credit scoring is a core pillar, confirmed by product datasheets. | |
Custom Model Plug-ins Ability to integrate or configure custom credit risk models. |
Custom model plug-ins are supported to allow for bespoke credit risk models (noted in advanced configuration and consulting options). | |
Probability of Default (PD) Calculation System automatically calculates the probability of default for counterparties. |
Probability of Default (PD) calculation is prominently featured as a capability for both public and private companies. | |
Loss Given Default (LGD) Calculation Calculates potential loss in the event of borrower default. |
LGD models are referenced in whitepapers and technical specs. | |
Exposure at Default (EAD) Models and manages exposure at point of default. |
EAD models included with portfolio risk and exposure calculations. | |
Portfolio Risk Aggregation Aggregates risk metrics at the portfolio level in real time. |
Portfolio risk aggregation tools are part of the suite's core functionality. | |
Stress Testing Tools Integrated framework for scenario and stress testing credit exposures. |
Stress testing tools and scenario analysis are part of the analytics platform as per product documentation. | |
Early Warning Systems Deploys early warning indicators to flag deteriorating risk. |
Early warning system features are referenced in materials—flagging of at-risk securities and counterparties is supported. | |
Model Performance Monitoring Monitors model performance and back-testing statistics. |
No information available | |
Override Management Manages and logs manual overrides of risk assessments. |
No information available | |
Scorecard Management Supports creation, deployment, monitoring, and updates of credit scorecards. |
Scorecard management functionality included, enabling deployment and monitoring of internal or industry scorecards. | |
Time to Decision Speed at which the engine delivers risk scoring results. |
No information available | |
Batch Scoring Capability Processes large numbers of applications in batch mode. |
No information available | |
Regulatory Model Governance Features for governance, documentation, and regulatory compliance for all models. |
Regulatory compliance and documentation are cited as key aspects for financial institution customers. |
End-to-End Loan Origination Workflows Configurable, automated workflows for credit product origination. |
No information available | |
Automated Decisioning Rules engine for automated credit decisions based on risk policy. |
Automated credit decisioning is referenced as a standard component. | |
Manual Review Support Features to route flagged applications for human review. |
Manual override and review are configurable in workflows per product documentation. | |
Bulk Upload/Decision Processing Supports bulk uploads and batch decision-making. |
No information available | |
Credit Policy Rule Editor Enables subject matter experts to create or update credit rules without coding. |
No information available | |
Turnaround Time Monitoring Tracks average time to complete decision workflows. |
No information available | |
Exception Handling Automated handling of exceptions and outliers within workflows. |
No information available | |
Automated Documentation Automatic generation and storage of loan application documents. |
No information available | |
Audit Logs for Decisions Comprehensive logging of all actions taken in the workflow. |
Detailed audit logs exist for all decisions (commonly required for regulated financial institutions). | |
Configurable Approval Hierarchies Customizable multi-level approval paths for credit decisions. |
No information available | |
Workflow SLA Tracking Track compliance with service-level agreements for workflow steps. |
No information available | |
Automated KYC/AML Checks Integrated customer due diligence checks and automated sanctions screening. |
Automated KYC/AML checks and sanction screening are available through data partnerships and API integrations. | |
Notification Engine Automated notifications for workflow milestones or escalations. |
No information available | |
Multi-product Origination Support Workflows accommodate support for various credit products (loans, cards, etc.). |
The suite is positioned for use across loans, bonds, and other credit products—multi-product origination is implied. |
Dynamic Limit Assignment Automatically assigns or adjusts credit limits based on risk assessment and exposure monitoring. |
No information available | |
Real-time Limit Monitoring Continuous monitoring and alerting of limit breaches or exposures. |
Continuous monitoring of exposures and limits is highlighted as a core capability. | |
Consolidated Group Exposure Tracking Ability to aggregate exposures across related parties or group entities. |
Ability to track group exposures is referenced in risk and reporting modules. | |
Credit Line Utilization Reporting Reports on proportion of credit lines currently drawn. |
No information available | |
Covenant Monitoring Tracks compliance with loan covenants and triggers alerts for breaches. |
No information available | |
Collateral Management System tracks collateral pledged against credit exposures. |
No information available | |
Limit Exception Approval Workflow for approving temporary or permanent exceptions to limits. |
No information available | |
Portfolio Concentration Tracking Monitors concentration risk by industry, geography, or obligor. |
No information available | |
Single Obligor Exposure Cap Defines and enforces exposure caps on individual counterparties. |
No information available | |
Global Limit Hierarchy Support Supports hierarchical limits (e.g., parent, subsidiary, group levels). |
No information available | |
Exposure Calculation Frequency Frequency at which exposures are recalculated. |
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Limits by Product Type Limit management differentiated by loan, credit card, trade finance, etc. |
No information available | |
Exposure Breach Alerts Automated real-time notifications when limits are breached. |
Exposure breach alerting and notifications are part of risk monitoring as per product overviews. | |
Adjustment Audit Trail Comprehensive database of limit changes and approval actions. |
No information available |
Standard Risk Reports Built-in templates for regulatory and management risk reporting. |
Standard credit and risk reporting templates are shown in screenshots and marketing collateral. | |
Customizable Dashboards User-configurable dashboards for KPIs, trends, and alerts. |
Dashboards are configurable for different roles and analytic needs. | |
Drilldown Analytics Ability to drill into reports to analyze individual or segment-level risk. |
Drilldown analytics is a standard part of reporting and portfolio analysis modules. | |
Portfolio Segmentation Segment portfolio by risk grade, product, geography, or other dimensions. |
Portfolio segmentation (by geography, risk band, etc.) is included. | |
Delinquency Tracking Automatically tracks and reports on delinquency across products/segments. |
No information available | |
NPL (Non-Performing Loan) Analysis Identifies, tracks and reports on non-performing exposures. |
NPL analytics and identification is referenced in the suite's capabilities. | |
Vintage Analysis Cohort analysis for loss and delinquency by origination date. |
No information available | |
PD/LGD/EAD Trending Visualizes trends of risk parameters over time. |
Time-trending of PD/LGD/EAD and exposure metrics is shown in reports and documentation. | |
Data Export Capability Ability to export analytical data to Excel, PDF, or other formats. |
Exports to Excel, PDF, and standard formats are described in user guides. | |
Automated Report Scheduling Supports scheduling and automatic delivery of key reports. |
Automated report scheduling is available as part of workflow automation. | |
Regulatory Report Templates Includes templates for Basel, IFRS 9, or local regulatory frameworks. |
Regulatory template support for Basel, IFRS-9, and other requirements is explicitly mentioned. | |
Custom KPI Definition Users can define and report on custom risk KPIs. |
Custom KPI definition and reporting refers to user-configurable metrics. | |
Visualization Tools Interactive graphs, heatmaps, and other visualization features for reporting. |
Interactive visualization tools (graphs, heatmaps) are available for risk analytics. | |
Portfolio Size Capacity Maximum number of credit accounts the analytics can support. |
No information available |
Basel Framework Support Compliant with Basel II/III for risk weighting, capital allocation, reporting, etc. |
Support for Basel II/III standards is a major selling point, targeting regulated banking clients. | |
IFRS 9/CECL Compliance Supports provisioning and impairment calculation in line with accounting standards. |
IFRS9 and CECL compliance in credit impairment calculation is referenced. | |
Comprehensive Audit Logs Maintains immutable audit trails of all significant actions. |
Comprehensive audit logs and histories are a feature to aid compliance. | |
User and Role-Based Access Control Granular permissions and access segregation by user role. |
User and role-based permissions referenced in administrative documentation. | |
Automated Regulatory Reporting Automatically generates and submits required regulatory reports. |
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BCBS 239 Data Principles Adherence Designed according to BCBS 239 guidance on risk data aggregation. |
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Policy and Procedure Documentation Stores and manages documents and evidence for regulatory reviews. |
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SOX/Internal Control Support Features that support Sarbanes-Oxley and other internal control frameworks. |
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Change Management Logging Tracks and audits all system/configuration changes. |
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Third-party Data Feed Accreditation Tracks and archives evidence for accredited data feeds (e.g., credit bureaus). |
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Compliance Checklist Templates Editable templates for new compliance requirements. |
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Automated Alerting on Policy Breaches Notifications for breaches of compliance or risk policy. |
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Data Lineage and Traceability Tools Track source and transformations of any given data point. |
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User Action Replay Feature to reconstruct and replay user activity for investigation. |
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Collateral Type Categorization Supports management of diverse types of collateral (property, securities, guarantees, etc.). |
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Automated Collateral Valuation System automatically updates collateral values based on feeds or periodic revaluations. |
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Linkage to Credit Facilities Maps collateral to specific exposures and monitors margin coverage. |
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Collateral Haircut Application Applies and tracks regulatory or internal haircuts to collateral values. |
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Rehypothecation Tracking Tracks rehypothecation or reuse of pledged collateral. |
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Expiry and Review Scheduling Automated scheduling of collateral expiries and revaluations. |
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Integrated Insurance Tracking Tracks insurance status related to physical collateral. |
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Collateral Deficiency Alerts Automated alerts when collateral falls below required thresholds. |
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Document Repository Centralized, secure repository for collateral documents. |
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Valuation Vendor Integration Integrates with third-party providers for independent valuations. |
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Collateral Concentration Reporting Reports on concentration risks arising from reliance on certain collateral types. |
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Collateral Utilization Metrics Measurement of how much collateral is being used relative to requirements. |
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Moveable Collateral Registry Interface Integrates with external registries for pledges over movable property. |
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Lien Management Tracks and updates priority of security interests and liens. |
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Real-time Alerts on Risk Triggers Instant alerts on breach of key borrower or portfolio risk metrics. |
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Customizable Early Warning Indicators Users can configure risk indicators tailored to local or portfolio needs. |
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Integration with External Data Providers System connects to real-time feeds for news, market data, credit events. |
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Automated Customer Monitoring Automated tracking of changes in a borrower's behavior or profile. |
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Portfolio-Level Heatmaps Visual heatmaps of risk at obligor, industry, or region level. |
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Automated Re-grading System automatically re-grades borrower risk as new data arrives. |
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Exception and Escalation Workflow Case management for escalated or exceptional exposures. |
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Customizable Watchlists Manage lists for at-risk entities or sectors. |
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Audit Logs for Monitoring Actions Complete record of all monitoring actions and interventions. |
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Integration with Collections/Recovery Modules Triggers transition to collections or workout activities. |
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KPI Monitoring Dashboard Aggregated risk KPIs and trends available to risk managers. |
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Data Refresh Frequency How frequently monitored data is updated. |
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Adverse Media Alerts Alerts triggered by negative news or external events about clients. |
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Documented Remediation Actions Logs and tracks remedial steps taken when issues are detected. |
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Web-based User Interface Accessible anywhere through standard web browsers. |
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Role-based Dashboards Customizable home screens/dashboards for different user roles. |
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Multi-language Support User interface available in multiple languages. |
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Accessibility Compliance Meets standards for accessibility (e.g., WCAG compliance). |
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Mobile Compatibility Optimized for use on tablets and smartphones. |
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Customizable Navigation Users can customize menu layouts and shortcuts. |
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In-app Help and Tutorials Embedded help, tooltips, tutorials for self-directed learning. |
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Personalized Notification Settings Users configure alert preferences for risk or workflow triggers. |
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User Feedback Mechanism Users can provide feedback from within the application. |
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Bulk Action Support Perform actions on multiple records in one operation. |
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Quick Search/Filtering High-performance search and filtering for large datasets. |
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Custom Field Layouts Users or admins can change how fields are laid out for ease of use. |
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Notification Latency Time it takes to deliver notifications after a trigger event. |
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Concurrent User Support Maximum number of simultaneous active users. |
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Open API Availability Supports REST/SOAP APIs for connecting to existing systems. |
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Batch File Interface Supports scheduled batch imports/exports for legacy systems. |
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Pre-built Connectors Standard integrations with common banking, ERP, or CRM solutions. |
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Plug-in/Extension Framework Developers can build and plug in custom modules to extend functionality. |
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Third-party Data Integration Easily connects to credit bureaus, trade repositories, market data, etc. |
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Cloud and On-premises Deployment Options Deployable on public cloud, private cloud, or on-premises infrastructure. |
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Single Sign-On (SSO) Support Integrates with firmwide identity platforms for seamless user access. |
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Webhooks/Notification APIs Push external notifications/integrations in real time. |
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API Rate Limits Max number of API calls supported per second. |
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External Workflow Connector Supports orchestrating workflows that span multiple systems. |
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Sandbox/Testing Environment Includes non-production environment for integration testing. |
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Custom Field Mapping Custom mapping of fields for data integration projects. |
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System Uptime SLA Guaranteed system uptime as per SLA. |
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Change Notification Mechanism Notifies integrated systems when data or configuration changes occur. |
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Multi-factor Authentication Requires multiple means of authentication for access to sensitive functions. |
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Anomaly Detection Engine Automatically detects workflow or transaction anomalies. |
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Role-based Access Controls Restricts access to data and functions based on user role. |
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Data Masking Sensitive data is masked for unauthorized or lower-privilege users. |
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Automated Transaction Screening Monitors for suspicious or out-of-pattern activity in real time. |
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IP Whitelisting / Access Restriction Limits access to the system from permitted IP addresses only. |
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Fraud Scoring Integration Interfaces with external or internal fraud scoring models. |
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Security Event Logging Comprehensive log of all security-relevant events. |
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Automated Lockout on Breach Automatically blocks accounts/sessions after repeated failed access. |
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Vulnerability/Penetration Testing Tools Embedded or supported tools for periodic security assessments. |
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Data Loss Prevention Controls and monitors potential data leaks or unauthorized exports. |
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Regulatory Security Certifications System meets standards like ISO 27001, PCI DSS, or similar. |
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Incident Response Workflow Documented workflow for security incident management. |
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Threat Intelligence Feed Integration System ingests global threat intelligence to flag new risks. |
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Implementation Service Availability Professional services available for configuration, data migration, and go-live. |
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Onboarding and Training Support Comprehensive onboarding, user, and admin training programs. |
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24x7 Technical Support Round-the-clock support available for production incidents. |
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SLA for Issue Resolution Documented service-level commitments for incident closures. |
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Comprehensive Knowledge Base Self-service repository for documentation, FAQs, and troubleshooting. |
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Regular Product Updates Frequent release of security patches and new features. |
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Customer Community/Forum Online forum to interact with fellow users and product experts. |
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Dedicated Account Manager Named contact at the vendor for ongoing relationship management. |
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Migration Tools Automated tools for migrating from legacy systems. |
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Performance Monitoring Dashboard Vendor provides dashboard to track system health and performance. |
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Escalation Pathways Well-documented procedures for urgent issue escalation. |
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User Group Events Periodic in-person or virtual events for product users. |
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Third-party Implementation Partner Network Vendor has a certified partner network for local or specialized deployments. |
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Customer Satisfaction Surveys Regularly solicits and acts upon customer feedback. |
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Multiple Data Source Support Ability to ingest data from various internal and external sources (core banking, bureaus, APIs, etc.) |
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Real-Time Data Processing Capability to process new data as it arrives without manual intervention. |
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Historic Data Import Ability to import and process historic records for trend analysis and model training. |
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Data Quality Checks Automated checks for completeness, accuracy, and validity of input data. |
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Data Enrichment Ability to supplement raw data with external metadata (e.g., credit scores, economic indicators). |
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Batch Data Processing Speed Speed at which large batch data files are processed. |
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Automated Data Mapping Automatic mapping of data fields from various sources to internal formats. |
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Support for Unstructured Data Capability to ingest and use unstructured or semi-structured data sources (e.g., PDFs, emails). |
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APIs for Data Integration Availability of APIs to push or pull data programmatically. |
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Data Retention Management Configurable rules for storing or purging old data in compliance with policies. |
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Automated Credit Scoring Ability to score applicants through rules or machine learning models automatically. |
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Customizable Model Development Support for building and deploying custom scoring models. |
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Out-of-the-Box Models Provision of pre-built, industry-standard risk models. |
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Model Validation Tools Integrated tools for back-testing and validating models. |
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Explainability/Interpretability Features for explaining and interpreting model decisions (e.g., feature importance reporting). |
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Batch Scoring Capacity Volume of loans/applicants that can be scored in bulk per hour. |
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Real-Time Scoring Capability Support for real-time risk scoring during loan application flows. |
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Champion/Challenger Testing Ability to run parallel models for performance comparison. |
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Model Drift Detection Automated monitoring for changes in model performance over time. |
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Scorecard Builder Tools to visually build and modify credit risk scorecards. |
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Risk Segmentation Automated grouping of borrowers into risk categories for differentiated treatment. |
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Portfolio Risk Analytics Analysis of risk concentration and exposures across loan portfolios. |
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Early Warning Signals Automated identification and flagging of accounts exhibiting increased risk. |
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Automated Alerts and Notifications Configurable automated notifications for risk breaches or parameter changes. |
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Customer Behavioral Monitoring Analysis of borrower behavior patterns for risk signals. |
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Stress Testing Tools Simulation of economic scenarios to assess impact on portfolio risk. |
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Limit Management Automated tracking and enforcement of risk limits and thresholds. |
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Real-Time Exposure Calculation Ability to calculate current exposure on an ongoing basis. |
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Credit Line Utilization Monitoring Tracking of credit line usage vs. sanctioned limits. |
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Remedial Action Tracking Management and tracking of actions taken for risk mitigation. |
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Dashboard Refresh Rate How frequently the monitoring dashboards update for users. |
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Workflow Customization Ability to configure and customize approval/rejection workflows. |
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Rule-Based Decision Engine Incorporation of business rules for automated decision-making. |
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Document Verification Automation Automated extraction and verification of applicant documents. |
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Exception Handling Mechanisms Automated processes for handling non-standard cases or exceptions. |
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Decision Audit Trail Comprehensive logging of decisions with supporting data. |
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Decision Turnaround Time Average time for automated decisioning to complete. |
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Automated Decline and Offer Generation Generation of custom offers or decline reasons automatically. |
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Manual Override Capability Ability for authorized users to override automated decisions. |
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Multi-Stage Approval Processes Support for multi-level approval, escalation, and review. |
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Configurable Decision Trees Visual tools for defining and managing credit decision logic. |
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Basel Compliance Support Pre-configured workflows and calculations adhering to Basel II/III/IV standards. |
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Internal Ratings-Based (IRB) Approach Support Ability to implement/internalize IRB approaches in risk rating. |
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Automated Regulatory Reporting Generation of standard and customizable regulatory reports. |
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Audit Trail for Regulatory Activities Comprehensive historic records for all compliance activities and changes. |
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Regulatory Rule Engine Rules engine for implementing changing regulatory requirements. |
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Data Anonymization Tools Automated methods to anonymize sensitive personally identifiable information. |
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Compliance Check Automation Automated validation against compliance checklists. |
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Regulatory Report Generation Time Speed to generate required regulatory reports. |
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Ad-hoc Regulatory Requests Handling Ability to manage unscheduled audits or requests from regulators. |
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Change Management for Regulations Structured workflows for implementing and tracking regulatory changes. |
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Role-Based Access Control Definition of user roles and permissions for granular access control. |
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Multi-Factor Authentication Support for two-factor or multi-factor authentication for users. |
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Single Sign-On Integration Ability to integrate with enterprise SSO platforms. |
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Comprehensive User Audit Logs Automated and detailed logging of user actions for audit purposes. |
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Data Encryption at Rest/In Transit Encryption of sensitive data both in storage and during transfer. |
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Session Timeout Management Configurable timeouts for inactive user sessions. |
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Granular Data Masking Conditional masking or redaction of sensitive data fields. |
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Automated Account Lockouts Automated lockout after repeated failed authentication attempts. |
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Real-Time Security Monitoring Automated detection of suspicious behavior and alerting. |
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User Administration Dashboard Centralized management of users and permissions. |
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Core Banking System Integration Out-of-the-box connectors for core banking platforms. |
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Open APIs Public documentation and support for REST/OpenAPI standards. |
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Third-Party Data Source Integration Ability to connect with credit bureaus, AML, KYC, and other data providers. |
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Cloud-to-Cloud Integration Support for integration with other cloud SaaS/PaaS solutions. |
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Custom Webhook Support Ability to trigger custom webhooks upon specific events. |
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Batch Import/Export Tools for scheduled or ad-hoc batch data transfer. |
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Integration Setup Time Average time taken to configure a standard integration. |
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Middleware Compatibility Compatiblity with common middleware/ESB platforms. |
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Data Mapping and Transformation Tools Built-in tools for mapping and transforming external data formats. |
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Event-Driven Architecture Support Support for event-based system integration and messaging. |
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Custom Report Builder Ability for users to build custom reports from available data fields. |
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Scheduled Report Delivery Automated scheduling and delivery of reports to user groups. |
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Export to Standard Formats Export reports to CSV, XLS, PDF, or other required formats. |
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Visual Dashboards Interactive dashboards for data visualization and exploration. |
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Real-Time Reporting Reports built upon real-time, always up-to-date data. |
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Drill-Down and Ad-Hoc Query Tools Users can explore data in detail and run ad-hoc queries. |
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KPIs and Metrics Library Library of common key performance indicators for risk measurement. |
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Historical Trend Analysis Automated analysis and visualization of time-based data trends. |
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Data Visualization Speed Average render time for complex dashboard queries. |
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Role-Based Report Access Access to sensitive or restricted reports is controlled by user role. |
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No-Code/Low-Code Customization Users can customize workflows, fields, and screens without writing code. |
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Localization/Internationalization Support for multiple languages, currencies, and date formats. |
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Custom Field and Form Builder Add or modify input fields and forms. |
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White-Labeling Support Ability to apply organization branding (logos, themes, etc.). |
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Custom Workflow Definitions Define bespoke processes for credit origination, review, or collections. |
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Parameterization of Risk Limits Easily adjust risk limit parameters without code changes. |
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Configurable Notification Templates Edit templates for automated communications or alerts. |
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Dynamic Business Rules Engine Intuitive management of complex business rules and policies. |
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Sandbox/Testing Environment Isolated environment for configuration and change validation. |
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Configuration Propagation Time Time required for changes to become effective system-wide. |
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Horizontal Scalability Ability to scale out (add servers/instances) to handle growth. |
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Concurrent User Support Maximum number of users supported simultaneously. |
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Transaction Throughput Peak number of credit applications or updates processed per second. |
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High Availability/Failover Automated failover and redundancy to prevent downtime. |
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Disaster Recovery Support Features enabling recovery from catastrophic failures. |
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Elastic Resource Allocation System automatically and dynamically adjusts capacity in response to demand. |
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Average Response Time Average user-facing response time for major actions. |
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Peak Daily Volume Handling Maximum number of credit assessments processed in a day. |
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Performance Monitoring Tools Built-in tools to monitor system metrics and set alerts. |
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Cloud-Native Deployment Optimized for scalable deployment in cloud environments. |
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User-Friendly Interface Intuitive, visually appealing, and easy-to-navigate UI. |
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Multi-Device Accessibility Accessibility from desktops, tablets, and mobile devices. |
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Self-Service Portals Portals for customers and/or front-office staff to initiate and monitor applications. |
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Multilingual Support User interface available in multiple languages. |
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Contextual Help and Tooltips In-line help options and explanations throughout the app. |
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Accessibility (WCAG) Compliance Support for industry standards for accessibility for users with disabilities. |
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Guided Workflows and Wizards Step-by-step guides for complex processes. |
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Real-Time Feedback Instant feedback and validation as users input information. |
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Customizable Dashboard Widgets Users can customize the look and content of their home dashboard. |
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Load Time Average time to fully load primary user interface for a typical user. |
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Platforms for advanced analysis of various risk types to support risk management decisions.
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Multi-source Data Integration Ability to import and unify data from multiple banking systems (core banking, CRM, external feeds, etc.). |
S&P Capital IQ Credit Analytics integrates data from financials, ratings, and external sources, as evidenced by product documentation mentioning global data aggregation. | |
Real-time Data Sync Support for real-time or near-real-time data updates and streaming. |
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ETL Automation Built-in extract, transform, load (ETL) processes for automated data management. |
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Data Quality Monitoring Tools to continuously check, profile, and improve data accuracy and consistency. |
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API Support Availability of application programming interfaces for custom integrations. |
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Unstructured Data Handling Ability to process and analyze unstructured data (such as emails, documents, social media). |
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Batch Processing Speed Processing speed for large batches of imported data. |
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Data Mapping Flexibility Tools for flexible mapping between different data schemas. |
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Cloud Database Compatibility Support for major cloud storage/data platforms. |
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Data Enrichment Capability to augment data with additional attributes or external sources. |
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Credit Risk Assessment Ability to model, calculate, and report on credit risk exposure. |
Credit Analytics specifically offers ability to model, score, and monitor credit risk, including tools for probability of default and credit scoring. | |
Market Risk Analytics Support for calculating risks related to market volatility, value at risk (VaR), etc. |
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Operational Risk Models Tools for quantifying and simulating operational risks (fraud, process failure, etc.). |
No information available | |
Custom Risk Scorecard Builder Ability to design, implement, and manage custom risk scoring systems. |
Custom scorecards (credit scoring models) are a documented feature in their suite. | |
Stress Testing Simulation of extreme scenarios to assess resilience. |
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Scenario Analysis Capability to analyze the effect of different market and credit scenarios. |
Scenario analysis is explicitly mentioned as a tool to assess the effect of different market and credit environments on counterparties. | |
Probability of Default Calculation Support for quantitative PD modeling. |
Product includes probability of default and loss given default calculation features. | |
Loss Given Default Estimation Tools to estimate LGD values. |
Credit Analytics advertises LGD estimation tools as standard functionality. | |
Exposure at Default Estimation Tools to model EAD figures. |
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Model Calibration Tools Functionality to recalibrate and validate predictive risk models. |
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Interactive Dashboards Customizable dashboards for visualizing key risk metrics and trends. |
Interactive dashboards and visualizations are highlighted in the product screenshots and client materials. | |
Automated Report Generation Tools for scheduled and one-click creation of risk reports. |
S&P's product emphasizes automated and on-demand report generation for credit exposure and risk analytics. | |
Drill-down Functionality Ability to drill into report figures to explore underlying data. |
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Trend Analysis Historical views and trend projections for risk indicators. |
Product descriptions mention trend and peer analysis tools. | |
Custom Report Builder User-defined templates and configuration for bespoke reporting. |
No information available | |
Exception Reporting Alerting on outliers, breaches, or significant risk events. |
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Regulatory Report Templates Built-in templates for key regulatory risk reports (e.g., Basel, IFRS 9, CECL). |
Regulatory report templates like Basel are included, as per documentation. | |
Export Options Ability to export reports/data to popular formats (PDF, Excel, CSV, etc.). |
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Visualization Types Number of chart/visualization types supported. |
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Mobile Accessibility Support for report and dashboard access on mobile devices. |
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User Access Controls Role-based permissions and user management. |
Product site and spec sheets specify role-based and permissioned access controls. | |
Audit Trail Comprehensive logs of data changes and analytic actions. |
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Data Encryption Support for encryption at rest and in transit. |
The platform supports data encryption at rest and in transit as standard for financial industry compliance. | |
GDPR/CCPA Compliance Certified support for major data privacy laws. |
S&P Global Market Intelligence is confirmed to be GDPR/CCPA compliant as shown by privacy policy statements. | |
Data Masking Redacting sensitive information in outputs and analytics. |
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Multi-Tenancy Support Ability to securely segment data and processes by user or division. |
Multi-tenancy support is available: product documentation references client data segregation. | |
SAML/SSO Integration Support for federated login and identity management. |
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Physical Security Certifications Provider holds relevant data center and process security certifications. |
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Automated Data Retention Policies Configurable rules for retaining and purging risk data. |
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Incident Response Framework Structured response and notification policies for security events. |
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Machine Learning Model Integration Ability to deploy, score, and retrain machine learning models. |
No information available | |
Anomaly Detection Automatic identification of unusual risk patterns. |
No information available | |
Time-series Forecasting Support for forecasting risk using time series/sequence models. |
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Model Explainability Tools Features for interpreting ML model outputs (e.g., Shapley values, LIME). |
No information available | |
Custom Algorithm Support Ability to plug in proprietary or custom-developed models. |
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Automated Feature Engineering Automatic detection and creation of useful input features for predictive models. |
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Model Performance Monitoring Ongoing tracking of predictive model accuracy and drift. |
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AutoML Capabilities Support for automatic model selection and hyperparameter tuning. |
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Risk Alerting Based on Predictions Automated notification based on predictive risk thresholds. |
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Batch Scoring Speed The speed at which models can score data in batch processes. |
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Macro-economic Scenario Modeling Built-in or customizable macroeconomic scenario setups for stress testing credit and market risk. |
Product supports macro-economic scenario modeling as relevant for portfolio and counterparty analysis. | |
Reverse Stress Testing Ability to identify scenarios that would cause portfolio or firm-wide failure. |
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Flexible Scenario Definition User-definable parameters and variables for scenario analysis. |
Flexible scenario definition is included in the scenario analysis tools, supporting user-definable variables. | |
Test Automation Scheduling and automation capabilities for regular stress and scenario runs. |
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Scenario Library Pre-configured sets of sample scenarios for rapid analysis. |
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Real-time Impact Calculation Instantaneous computation of risk metric changes as scenarios are applied. |
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Regulatory Stress Test Alignment Templates and configuration aligned to regulatory stress test requirements (e.g., CCAR, EBA). |
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Scenario Comparison Visualization Tools to visually compare outputs under multiple scenarios. |
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Large-scale Simulation Capacity Maximum number of simultaneous scenarios that can be run. |
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Scenario Result Export Ability to export scenario outputs for reporting or further analysis. |
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Basel Compliance Tools Built-in models and reports aligned to Basel II/III requirements. |
Basel compliance tools and reporting referenced directly in product literature. | |
IFRS 9/CECL Support Features to support international and US accounting for credit impairment. |
Product explicitly mentions IFRS 9 and CECL analytics for accounting compliance. | |
Audit-ready Reporting Ability to generate documentation and outputs required for external/internal audits. |
Audit-ready and transparent reporting are part of S&P Capital IQ's market position. | |
Automatic Regulatory Updates Product is kept current with major regulatory rule changes. |
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Regulatory Submission Integration Direct interfaces for electronic regulatory report delivery. |
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Regulatory Test Suites Standardized test suites to validate compliance outputs. |
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Data Lineage Traceability of all data points in regulatory reports back to origin. |
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Comprehensive Risk Taxonomy Library of risks classified in accordance with global regulatory standards. |
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Regulatory Version Control Ability to archive and roll-back compliance configurations. |
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Compliance Policy Templates Pre-built and customizable documentation to accelerate compliance efforts. |
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Concurrent User Support Number of users who can access/report simultaneously. |
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Maximum Data Volume Amount of transactional or risk data that can be stored/processed efficiently. |
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Analytic Calculation Speed Average time needed for complex risk calculations. |
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Uptime/Availability SLA Service level agreement for availability/reliability. |
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Parallel Processing Capability Ability to use parallel CPUs/cores for faster risk analytics. |
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Cloud Scalability Native scalability in public/private/hybrid cloud environments. |
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Load Balancing Support Automated distribution of workload to maximize performance. |
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Batch Processing Throughput Amount of data processed per batch job. |
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Peak User Response Time Maximum time for dashboard or report to load at peak usage. |
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Failover/Disaster Recovery Automated backup and recovery options for business continuity. |
The product offers backup, failover, and disaster recovery options suited for institutional clients. |
Self-service Analytics Ability for business users to run and customize analytics without IT. |
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Shared Workspaces Team collaboration areas for shared analytics and annotation. |
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Commenting and Discussion Tools Inline commenting for risk findings and analytic results. |
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User Onboarding Guidance Interactive help, tutorials, or guided onboarding for new users. |
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Customizable Dashboards Drag-and-drop or configurable dashboards. |
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Role-specific Interfaces UI/UX tailored to different types of users (analysts, managers, IT, etc.). |
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Scheduling and Email Notifications Support for scheduled reports and email-based alerts. |
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Mobile/Web Access Full functionality via browser or mobile app. |
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Personalized Views User-customized layouts, favorites, and bookmarks. |
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Export/Import User Settings Ability to save, export, or migrate user configurations. |
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Plug-in/API Library Pre-built connectors or plug-ins for banking, BI, or risk management platforms. |
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Data Export APIs REST or SOAP APIs to export risk data/analytics to other systems. |
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Custom Workflow Integration Ability to combine risk analytics into larger business workflows. |
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BI Tool Compatibility Native integration with major BI products (Power BI, Tableau, etc.). |
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Third-party Model Import Ability to ingest externally developed models (e.g., PMML, Python, R). |
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SFTP/Batch File Interface Support for exchanging bulk risk data using SFTP or shared storage. |
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Event-driven Integration Trigger actions or analytics based on external events. |
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Sandbox Environment Environment for testing integrations and customizations safely. |
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Versioned API Support Backward-compatible management of API version changes. |
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Extensible Data Schema Ability for admins to easily extend data structures for additional fields. |
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Systems that evaluate and monitor credit risk of financial counterparties, setting and tracking exposure limits and providing early warning indicators.
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ERP Integration Ability to connect with enterprise resource planning systems for enrichment with transactional and master data. |
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Bank Connectivity Direct integration with multiple banking platforms to fetch real-time account and transaction data. |
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Market Data Feeds Automated import of live or historical market data (credit spreads, ratings, CDS, etc.) from external providers. |
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File Import Capability Import of data from CSV, Excel, XML, or other formats for manual updates or data migration. |
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APIs for Custom Data Sources REST or SOAP API endpoints to connect to proprietary or bespoke data sources. |
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Automated Data Refresh Rate Frequency with which external and internal sources update within the system. |
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Data Mapping and Transformation Tools Ability to reconcile and standardize data from diverse formats and structures. |
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Credit Exposure Calculation Calculates current and potential future exposures for individual and aggregated counterparties. |
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Probability of Default (PD) Incorporation or calculation of PD based on internal or third-party methodologies. |
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Loss Given Default (LGD) Determination of expected loss if a counterparty defaults. |
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Expected Exposure (EE) Modeling Computation of expected exposure profiles over different time horizons. |
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Wrong-Way Risk Analysis Identification of risk scenarios where exposure increases as counterparty credit quality deteriorates. |
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Concentration Risk Measurement Assessment of risk exposure based on industry, geography, or other dimensions. |
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Stress Testing and Scenario Analysis Ability to simulate the impact of adverse events or macroeconomic shocks on counterparty risk metrics. |
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Custom Risk Modeling Configuration or development of bespoke risk factor models. |
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Monte Carlo Simulation Support Utilization of Monte Carlo simulations for assessing potential exposures. |
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Time to Compute Exposure Metrics Average system time to recalculate exposure metrics after new data ingestion. |
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Dashboard for Risk Overview Real-time visual dashboards summarizing exposure, risk concentrations, and breaches. |
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Customizable Alert Rules User-defined thresholds for financial, market, or credit events triggering alerts. |
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Automated Email/SMS Notifications Immediate notification to stakeholders on risk limit breaches or significant events. |
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Intraday Risk Updates Frequency at which the risk status is refreshed and checked for exceptions. |
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Severity-based Escalation Workflow Escalation paths for critical alerts based on event severity. |
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Historical Alert Log Maintains a time-stamped archive of all generated alerts and events. |
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Mobile App Access Availability of monitoring and alert features via a secure mobile app. |
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Limit Assignment and Approval Workflow Configurable process for setting, reviewing, and approving credit limits by hierarchy. |
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Real-Time Limit Utilization Tracking Immediate monitoring of available, used, and breached limits. |
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Automatic Limit Recalculation Adjustment capabilities based on changing exposures or market conditions. |
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Limit Breach Controls Blocking or warning mechanisms for new transactions breaching set limits. |
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Multi-Currency Limit Support Ability to handle and aggregate limits in different currencies. |
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Limit Usage Reporting Frequency The system's interval for updating and reporting on limit usage. |
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Historical Limit Utilization Record Archival of credit limit changes and utilizations for audit purposes. |
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Bulk Limit Update Capability Ability to update limits for multiple counterparties by batch processes. |
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Digital Onboarding Workflow Guided input and approval steps for adding new counterparties. |
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Automated KYC/AML Screening Screening processes for regulatory compliance checks during onboarding and review. |
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Document Management Secure collection and storage of counterparty documentation (contracts, risk assessments, financials, etc.). |
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Periodic Review Scheduling Automated reminders and workflows for scheduled risk assessment reviews. |
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Custom Data Fields Ability to add unique data attributes specific to corporate policy needs. |
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Bulk Data Maintenance Ability to update, merge, and clean large counterparty databases efficiently. |
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Audit Trail for Counterparty Changes Comprehensive logs of all updates, reviews, and approvals for each counterparty. |
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Pre-built Risk Reports Library of standard regulatory, credit, and management reports. |
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Custom Report Builder Flexible tools that allow users to select fields, metrics, and filters for custom output. |
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Interactive Visualization Tools Dashboards, heatmaps, and graphical analytics of exposure and risk. |
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Scheduled Report Distribution Automated delivery of reports to designated recipients at set intervals. |
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Export to File Formats Support for exporting reports to Excel, PDF, CSV, and other formats. |
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Ad Hoc Query Response Time Average time to process user-defined report queries. |
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Drill-down Capabilities Ability to view detailed transactional or entity-level data from summary reports. |
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Role-Based Access Controls (RBAC) Assignment of permissions based on job roles, ensuring users only access required data and functions. |
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Single Sign-On (SSO) Integration with enterprise identity management for seamless authentication. |
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Granular Permission Settings Ability to segregate duties (view, edit, approve, etc.) at a field, report, or transaction level. |
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User Activity Logging Detailed tracking of user actions within the system for audit and security. |
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Concurrent User Sessions Supported Number of simultaneous logged-in users supported by the system. |
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Two-Factor Authentication (2FA) Security measure requiring a secondary validation method for access. |
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Regulatory Reporting Templates Provision of regulatory-compliant templates (e.g., EMIR, Dodd-Frank). |
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Audit Trail Capabilities Extensive, immutable logs to support regulatory and internal audits. |
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Policy Enforcement Engine Configurable enforcement of internal risk and compliance rules. |
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Documented Validation Processes In-system workflows and logs for required risk assessment validation. |
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Regulatory Change Notification Alerts and updates on relevant regulatory changes impacting counterparty risk. |
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Retention Period Configuration Ability to set and manage data retention per jurisdictional requirements. |
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System Uptime SLA Guaranteed percentage uptime as per service level agreement. |
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Maximum Supported Counterparties System's capacity for managing distinct counterparty entities. |
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Peak Transaction Throughput Maximum rate at which transactions can be processed. |
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Data Storage Scalability Ability to scale data storage seamlessly as volume grows. |
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Disaster Recovery RTO Recovery Time Objective in the event of system downtime. |
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Latency of Core Operations Typical end-to-end time for risk calculations or limit checks. |
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Implementation Time Average rollout duration from contract to live operation. |
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Dedicated Customer Support Access to specialized support teams for issue resolution and inquiries. |
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Online Help Resources Documentation, FAQs, and how-to guides accessible digitally. |
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Training Programs Provision of onboarding and advanced skills courses for users. |
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Software Upgrade Frequency Typical frequency for minor and major product enhancements. |
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Customization Services Availability of vendor-driven customization to meet bespoke needs. |
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Community and User Forums Channels for user-to-user knowledge sharing and best practices. |
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Solutions for assessing counterparty credit risk, setting and monitoring credit limits, and managing collateral requirements for margin accounts and securities lending.
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