IBM Cognos Analytics for Banking from IBM

An AI-powered business intelligence platform designed for financial performance analysis with self-service dashboards, automated insights, and interactive reporting. Features include scenario modeling, trend analysis, and predictive forecasting capabilities specifically tuned for financial institutions.

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Product analysis by function

Financial Performance Analytics for Analytics and Business Intelligence

Solutions for analyzing and reporting on the bank's financial performance across various dimensions.
More Financial Performance Analytics More Analytics and Business Intelligence ...

Data Integration
(8 Yes /8 Known /10 Possible features)

Financial Analytics & Metrics
(9 Yes /9 Known /10 Possible features)

Advanced Analytics and AI
(6 Yes /6 Known /8 Possible features)

Dashboards and Visualization
(9 Yes /9 Known /9 Possible features)

Audit, Compliance & Regulatory
(7 Yes /7 Known /7 Possible features)

User Management & Collaboration
(6 Yes /6 Known /7 Possible features)

Performance and Scalability
(3 Yes /3 Known /7 Possible features)

Security
(5 Yes /5 Known /5 Possible features)

Deployment & Integration
(6 Yes /6 Known /6 Possible features)

Support, Training & Documentation
(6 Yes /6 Known /6 Possible features)

Business Intelligence Dashboards for Business Intelligence and Analytics

Visual interfaces that present key performance indicators, trends, and operational metrics to insurance executives and managers in intuitive formats.
More Business Intelligence Dashboards More Business Intelligence and Analytics ...

Data Integration & Connectivity
(0 Yes /0 Known /11 Possible features)

Visualization Options & Flexibility
(0 Yes /0 Known /11 Possible features)

User Experience & Accessibility
(0 Yes /0 Known /10 Possible features)

Data Security & Governance
(0 Yes /0 Known /11 Possible features)

Collaboration & Sharing
(0 Yes /0 Known /10 Possible features)

Reporting & Alerting
(0 Yes /0 Known /8 Possible features)

Advanced Analytics & Insights
(0 Yes /0 Known /8 Possible features)

Scalability & Performance
(0 Yes /0 Known /6 Possible features)

Customizability & Extensibility
(0 Yes /0 Known /7 Possible features)

Support, Training & Vendor Ecosystem
(0 Yes /0 Known /8 Possible features)

Self-Service Analytics Tools for Business Intelligence and Analytics

User-friendly applications that allow business users to create their own reports, conduct analyses, and explore data without relying on IT specialists.
More Self-Service Analytics Tools More Business Intelligence and Analytics ...

User Experience & Accessibility
(0 Yes /0 Known /11 Possible features)

Data Connectivity & Integration
(0 Yes /0 Known /10 Possible features)

Data Preparation & Management
(0 Yes /0 Known /10 Possible features)

Analytics & Reporting Capabilities
(0 Yes /0 Known /11 Possible features)

Collaboration & Sharing
(0 Yes /0 Known /9 Possible features)

Security & Compliance
(0 Yes /0 Known /9 Possible features)

Scalability & Performance
(0 Yes /0 Known /7 Possible features)

Advanced Analytics & AI
(0 Yes /0 Known /9 Possible features)

Deployment & Architecture
(0 Yes /0 Known /8 Possible features)

Support & Community
(0 Yes /0 Known /7 Possible features)

Cost & Licensing
(0 Yes /0 Known /6 Possible features)

Data Visualization Tools for Underwriting

Software that presents complex risk data in intuitive visual formats, enabling underwriters to identify patterns, trends, and outliers more efficiently in large datasets.
More Data Visualization Tools More Underwriting ...

Data Integration
(9 Yes /9 Known /10 Possible features)

Visualization Capabilities
(11 Yes /11 Known /12 Possible features)

User Experience & Collaboration
(10 Yes /10 Known /11 Possible features)

Advanced Analytics Integration
(10 Yes /10 Known /10 Possible features)

Security & Compliance
(10 Yes /10 Known /10 Possible features)

Integration & Scalability
(8 Yes /8 Known /10 Possible features)

Reporting & Distribution
(10 Yes /10 Known /10 Possible features)

Performance & Reliability
(2 Yes /2 Known /10 Possible features)

Cost & Licensing
(10 Yes /10 Known /10 Possible features)

Support & Vendor Services
(10 Yes /10 Known /10 Possible features)

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Multi-source Data Connectivity Ability to connect to various data sources (e.g., core banking, CRM, ERP, external market data).		IBM Cognos offers multi-source data connectivity with connectors for databases, data warehouses, cloud services, and banking data sources.
Real-time Data Ingestion Capability to ingest data as it is generated or updated, supporting up-to-the-minute analytics.		Real-time data ingestion is supported through live connections and direct-query modes.
Batch Data Processing Support Supports scheduled or on-demand data batch processing up to set intervals.		Batch processing available through data import, scheduled jobs, and data pipeline orchestration.
Data Cleansing Tools Automated features for detecting, correcting, and standardizing raw banking data.		Data cleansing tools are included via data preparation capabilities and data module transformations.
ETL (Extract, Transform, Load) Customization Allows custom ETL workflows to match bank’s business rules and requirements.		ETL customization possible with IBM DataStage integration and embedded data preparation.
API Integrations Availability of APIs for direct data connections with third-party applications.		Extensive API integrations available for third-party apps and custom data integrations.
Data Mapping Flexibility Ability to map and reconcile fields from different systems to unified analytics data models.		Cognos supports flexible data mapping and field reconciliation across sources.
Change Data Capture (CDC) Supports tracking and applying only changed data for efficiency.		No information available
Support for Unstructured Data Ability to process and analyze unstructured data (e.g., documents, emails).		Cognos can process and analyze unstructured data, including document and text data.
Historical Data Loading Speed The speed at which the system can load historical data for analysis.		No information available

Profit and Loss Reporting Produces automated and customizable P&L statements.		Automated and customizable P&L reporting is a standard Cognos feature.
Balance Sheet Analysis Facilitates detailed review of assets, liabilities, and equity over time.		Balance sheet analysis is supported through customizable reports and templates.
Net Interest Margin Analysis Calculates and monitors net interest margins for lending operations.		Net interest margin analysis is feasible with custom KPIs and metric calculations.
Loan Performance Tracking Analyses metrics such as loan origination, repayment, delinquencies, NPL ratios.		Loan performance tracking can be implemented by configuring metrics and dashboards for lending data.
Revenue Attribution Traces sources of revenue to business units, products, or geographies.		Revenue attribution reporting is available via customizable modeling and analytics.
Expense Analysis by Category Breaks down and visualizes cost structures and operational expenses.		Expense categorization and analysis enabled through custom dashboards and visual breakdowns.
Liquidity Analytics Monitors liquidity coverage, available funds, and cash flow projections.		Liquidity analytics is possible through financial planning and cash flow modeling tools.
KPI Definition & Tracking Customizable calculation and monitoring of key performance indicators.		KPI definition and tracking are core self-service features in Cognos.
Scenario & What-if Analysis Allows users to model financial performance under hypothetical scenarios.		Scenario & what-if analysis capabilities are specifically mentioned among product features.
Forecast Accuracy Measures the accuracy of built-in financial and risk forecasts.		No information available

Predictive Analytics Uses statistical modeling to forecast future financial trends or risks.		Predictive analytics are supported out-of-the-box with AI-infused forecasting.
Anomaly Detection Detects aberrant financial behavior that may require investigation (e.g., fraud, misstatements).		Anomaly detection included via AI-driven analytics and monitoring.
Customer Segmentation Identifies customer cohorts based on behaviors, demographics, or profitability.		Customer segmentation is a standard analytic use case supported in Cognos.
Churn Prediction Predicts likelihood of customer attrition using historical data.		No information available
Automated Insights Generation System generates plain-language summaries of key financial analytics findings.		Automated insights and natural language generation are core Cognos AI features.
Model Explainability Provides transparency into machine learning model outputs.		Model explainability is included with some AI features, per IBM documentation.
Self-service ML Model Building Empowers analysts to build, train, and deploy machine learning models without coding.		No information available
Time Series Forecasting Supports statistical or ML-based forecasting of financial time series.		Time series forecasting is part of Cognos' AI-driven forecasting suite.

Customizable Dashboards Users can tailor visualizations and dashboards to their specific needs.		Dashboards are fully customizable in Cognos.
Drag-and-drop Visualization Builder Allows creation of visualizations without coding.		Drag-and-drop dashboard and visualization builder is a web-based core feature.
Pre-built Templates for Banking KPIs Includes banking-specific dashboard layouts and widgets.		Pre-built templates for banking KPIs are available via IBM solution packs and blueprints.
Mobile-optimized Dashboards Ensures dashboards are accessible and usable on smartphones and tablets.		Mobile-optimized dashboards are supported in Cognos web/mobile app.
Data Drill-down/Drill-through Ability to interactively explore underlying details of charts and tables.		Interactive drill-down and drill-through on visualizations and reports.
Scheduled Reporting Enables automatic distribution of reports/dashboards at set intervals.		Scheduled reporting is enabled through report bursting and automated distribution features.
Real-time Visual Updates Dashboards refresh automatically as underlying data changes.		Real-time visual updates through live data connections.
Export to PDF/Excel/CSV Formats Ability to export dashboards and reports for offline analysis.		Exports to PDF, Excel (XLS), and CSV formats are supported.
Embedded Analytics Allows analytics modules to be embedded into third-party applications (e.g., intranets).		Analytics modules can be embedded in portals and third-party apps.

Regulatory Reporting Templates Provides built-in templates for common banking regulatory submissions (e.g., Basel, IFRS).		Regulatory reporting templates can be constructed; solution packs for banking compliance exist.
Audit Trail Support Tracks all data transformations, accesses, and changes for audit purposes.		Audit trails and detailed data logs are standard for regulatory needs.
Role-based Access Controls Enables granular permission management according to user roles and compliance needs.		Role-based access controls configurable for granular permissions.
Data Retention Policy Enforcement Automatically enforces bank-mandated data retention and deletion rules.		Data retention policies can be implemented through Cognos data management and security settings.
Secure Data Masking Sensitive data can be masked for privacy and access control.		Data masking functions available for sensitive data in reports.
Change Logging Logs all alterations to reports, analytics, and underlying data.		Change logging is supported for audit and traceability.
GDPR and Data Privacy Support Features to ensure compliance with data privacy regulations.		GDPR and other privacy compliance features included, per documentation.

Multi-user Access Allows multiple users to simultaneously access and work on analytics.		Multi-user access is a standard part of any enterprise Cognos deployment.
Permission Granularity Degree to which access can be controlled at the dashboard, report, or data level.		No information available
Shared Workspace Collaborative environments for analytics project teams.		Shared Workspace collaboration supported through projects and shared folders.
In-application Comments and Discussion Ability to annotate reports or dashboards for collaborative review.		In-application commenting and annotation features available.
Task Assignments and Notifications Feature for assigning analytical review or approvals to specific users.		Task assignment and notification workflow features provided.
User Management APIs APIs to integrate or synchronize user access with other bank systems (e.g., Active Directory).		User management APIs and directory integrations, including Active Directory support.
Single Sign-On (SSO) Support Integrates with corporate authentication systems for streamlined access.		Single Sign-On (SSO) integration is standard with enterprise SAML, LDAP, etc.

Concurrent User Support Maximum number of users supported simultaneously without performance degradation.		No information available
Data Processing Throughput Amount of data the system can process in a given time.		No information available
Query Response Time Average time for analytics queries to return results.		No information available
Uptime/Availability Percentage of time the system operates and is accessible.		undefined Cognos offers SLAs of over 99% uptime in enterprise cloud deployment.
Elastic Scalability Can scale compute and storage up/down dynamically based on load.		Elastic scalability is supported in IBM Cloud and scalable on-prem infrastructure.
Distributed Processing Supports parallel, distributed computation for large data workloads.		Distributed/parallel processing supported in server and clustered deployments.
Data Storage Capacity Maximum amount of analytical data the system can store.		No information available

End-to-end Encryption Uses encryption while data is stored and in transit.		End-to-end encryption, in transit and at rest, is supported.
Multi-factor Authentication (MFA) Supports two-step verification and other MFA protocols.		Multi-factor authentication is available and can be required for user access.
Activity Monitoring & Alerts Logs user activities and sends alerts on potentially suspicious actions.		Activity monitoring and user alerts configurable for regulatory and operational alerts.
Penetration Testing Certifications Product regularly undergoes penetration testing, with results available.		IBM products undergo regular penetration testing; certifications available from IBM.
Compliance Certifications Holds certifications such as SOC 2, PCI DSS relevant to banking operations.		Compliance certifications such as SOC 2, and other regulatory attestations are available.

Deployment Options (Cloud/On-Premises/Hybrid) Can be deployed as per organizational policy or regulatory requirements.		Cognos is available in cloud, on-premises, and hybrid deployment modes.
Integration with Existing BI Tools Supports interoperability with established business intelligence platforms.		Integration with existing BI tools and platforms is supported through connectors and APIs.
Custom Connectors Supplies or supports development of connectors to legacy or niche banking systems.		Custom connectors can be developed via SDKs and API toolkits.
Open API Support Provides APIs for programmatic access to functions and analytics.		Open API support is available for data and analytics integration.
Containerization Support Compatible with Docker/Kubernetes-style deployments for portability.		Containerization support for Docker/Kubernetes is available in recent releases.
Automated Upgrade Mechanisms Allows seamless updates with minimal user disruption.		Automated upgrade mechanisms supported, especially in cloud and managed service versions.

24/7 Customer Support Availability Around-the-clock technical assistance for banks.		24/7 technical customer support available from IBM.
Dedicated Account Manager Appoints a dedicated representative for large or strategic clients.		Dedicated account managers provided for enterprise banking clients.
Comprehensive User Documentation Rich, regularly updated manuals and knowledge bases.		Extensive and regularly updated user documentation available online.
Online Training Modules On-demand video or interactive training for bank staff.		Online training modules (videos and interactive) available via IBM Learning.
User Community Forum Active user community/support forum for product knowledge sharing.		Active user community forums (IBM Community) for Cognos support and networking.
Custom Training Workshops Tailored, live training sessions delivered by vendor experts.		Custom training workshops can be provided by IBM consultants.

Multiple Data Source Connections Ability to connect to diverse data sources such as policy admin systems, claims databases, CRM, spreadsheets, and APIs.		No information available
Real-time Data Sync Updates and synchronizes dashboard data in real-time with source systems.		No information available
Scheduled Data Refresh Supports automated and scheduled refresh intervals for dashboard data.		No information available
Custom Data Connectors Ability to create or configure custom connectors to proprietary systems.		No information available
Data Blending & Merging Combines data from multiple sources into unified visualizations.		No information available
ETL Tools Integration Integrates with ETL (Extract, Transform, Load) tools to facilitate complex data transformations.		No information available
Cloud Data Integration Connects seamlessly to cloud-based data lakes or warehouses.		No information available
On-premises Data Integration Supports secure integration with local, on-premises databases.		No information available
Data Import/Export Formats Allows import/export in multiple formats (CSV, Excel, JSON, XML, etc.)		No information available
Data Pre-processing Capabilities Offers built-in tools for filtering, cleansing, or preprocessing imported data.		No information available
Maximum Number of Simultaneous Connections The maximum number of live data sources connected at once.		No information available

Variety of Visualizations Support for charts, graphs, maps, tables, gauges, and custom visuals.		No information available
Custom Visualization Development Ability to design and build custom visual components.		No information available
Drag-and-drop Designer Offers drag-and-drop functionality for building dashboards easily.		No information available
Dashboard Templates Availability of configurable templates for insurance metrics and workflows.		No information available
Conditional Formatting Lets users apply rules-based color coding or formatting to indicators.		No information available
Dynamic Filtering & Slicing Allows visualizations to be filtered interactively from the UI.		No information available
Drill-down & Hierarchies Users can drill deeper into data by clicking on dashboard elements.		No information available
KPI Widgets Pre-built widgets for key insurance performance indicators.		No information available
Geospatial Mapping Built-in mapping features for risk analysis by region/geography.		No information available
Visualization Render Speed Average time to render new or updated visualizations.		No information available
Number of Simultaneous Visualizations Maximum number of visuals per dashboard page.		No information available

Responsive Design Dashboards automatically adjust layout for desktop, tablet, and mobile devices.		No information available
Accessibility Compliance Adheres to standards such as WCAG for usable interfaces by all employees.		No information available
Multi-language Support Dashboards interface localizable for various languages.		No information available
Self-service Analytics Non-technical users can build and modify dashboards without IT help.		No information available
Search/Browse Capability Locate dashboards or metrics quickly using built-in search.		No information available
Help & Tutorials Offers embedded guidance, tooltips, or access to a knowledge base.		No information available
User Customization End users can personalize their dashboard layouts or themes.		No information available
Keyboard Navigation All dashboard features are accessible via keyboard for accessibility.		No information available
Mobile App Availability A native app is available for iOS/Android mobile devices.		No information available
Concurrent User Support Maximum number of users simultaneously supported.		No information available

Role-based Access Control (RBAC) Granular permissions for user groups and roles, restricting data visibility and actions.		No information available
Row-level Security Restricts data access at the row level, ensuring users see only approved records.		No information available
Data Encryption at Rest Encrypts stored data to prevent unauthorized access.		No information available
Data Encryption in Transit Encrypts data exchanged between dashboard and users.		No information available
Comprehensive Audit Logs Tracks all access, changes, and usage of dashboards and underlying data.		No information available
Compliance Certifications Certified for regulatory standards such as GDPR, HIPAA, SOC2, etc.		No information available
Single Sign-On Support Integrates with enterprise identity management (SSO) solutions.		No information available
Multi-factor Authentication Requires additional authentication factors for enhanced security.		No information available
Data Masking/Redaction Automatically conceals sensitive data fields in reports and exports.		No information available
Disaster Recovery/Backup Automated backup, redundancy, and quick restore options.		No information available
Retention Policy Controls Configurable policies for historical data retention and purging.		No information available

Dashboard Sharing Share dashboards with internal or external users via links or email.		No information available
Co-authoring Multiple users can collaboratively design and modify dashboards in real time.		No information available
In-dashboard Commenting Users can add contextual comments or notes to visual elements.		No information available
Annotation Tools Mark or highlight visualizations for emphasis or clarification.		No information available
Version Control Tracks changes made to dashboards and restores previous versions.		No information available
Embed Dashboards Ability to embed dashboards into other applications or intranets.		No information available
Public/Private Dashboards Control whether dashboards are discoverable or accessible by all authenticated users.		No information available
PDF/Static Export Export dashboards/reports as PDFs or images for offline sharing.		No information available
Usage Analytics for Shared Content Tracks user engagement and interactions with shared dashboards.		No information available
Maximum Number of Collaboration Contributors Limit on active collaborators per single dashboard.		No information available

Scheduled Report Delivery Automated delivery of reports/dashboards via email or other channels.		Scheduled report/dashboard delivery via email or other channels is standard.
Custom Report Builder Easily build bespoke reports from any dataset.		Custom report builder is standard, offering drag-and-drop/report designer.
Distribution to External Partners Share reports securely with outside brokers or reinsurers.		Supports external (secure) report distribution with brokers/reinsurers.
PDF, Excel, Image Export One-click export of visuals into common office formats.		Export options for PDF, Excel, images are built in.
Dynamic Report Filtering End-users can apply filters and customize their view on delivered reports.		Report recipients can filter and customize delivered reports.
Auto-Generated Executive Summaries Narrative summaries of KPI movements and trends.		Executive summaries are auto-generated with narrative explanations in premium tiers.
Subscription Management Users can subscribe to and manage alerts for specific dashboards.		Users can subscribe to dashboards, manage notifications/alerts.
Public and Private Link Sharing Control whether links are public, SSO-restricted, or one-time.		Public and private link sharing can be managed with roles and one-time access support.
Report Versioning Track and view previous versions or dashboards.		Report versioning (access/edit history, restore old versions) is standard.
Custom Print Formatting Set paper size, watermark, page headers, and logos for printed reports.		Print formatting options for watermark, paper size, and headers are provided in report design.

Dashboard Load Time Average time to load complex dashboards.		No information available
Query Execution Speed Average time to process user-initiated queries.		No information available
Concurrent Query Capacity Number of simultaneous queries supported before performance degrades.		No information available
Uptime Guarantee Service Level Agreement (SLA) for platform reliability.		No information available
Data Refresh Frequency Shortest interval between data refreshes (lower is better).		No information available
Scalability for Users How easily user capacity can be increased.		User capacity can be dynamically increased—supports cloud auto-scaling and hardware expansion for on-prem.
Auto-Scaling Infrastructure Infrastructure automatically scales to meet variable loads.		Infrastructure auto-scales in cloud deployments based on workload volume.
Disaster Recovery Time Objective (RTO) Maximum tolerable downtime after a disruption.		No information available
Maximum Supported Dataset Size Largest dataset size supported for analysis.		No information available
Guaranteed Backup Frequency Frequency of automatic system backups.		No information available

Per-User vs. Unlimited Licensing Pricing flexibility based on company size and usage pattern.		Nearly all licensing models are available, including per-user, role-based, and enterprise/unlimited.
Transparent Pricing Model Costs are clearly published and predictable.		Pricing model is published on IBM website and is transparent.
Free Trial / Proof of Concept Availability Option to test full features before commitment.		Free trial and proof-of-concept programs are offered via IBM sales.
Pay-as-You-Go Option No long-term contractual commitment required.		Pay-as-you-go / subscription-based pricing options available.
Bulk License Discounts Discounts for enterprise-scale use.		Volume discounts are available for large enterprise licenses.
Academic/Non-Profit Tier Reduced pricing for research or non-profit institutions.		Academic/non-profit tiers and pricing available via IBM programs.
All Features Included No hidden or tiered feature restrictions.		All features included in enterprise subscriptions (no artificial feature gating).
Ongoing Maintenance Fees Maintenance or support costs are bundled/transparent.		Maintenance/support costs are bundled and clearly communicated in pricing documents.
Custom Contract Lengths Offered Flexible contractual terms to suit business needs.		Custom contract lengths can be negotiated for enterprise clients.
Self-Service Procurement Ability to purchase/licence directly online.		Self-service procurement/licensing (online purchase, provisioning) available for cloud edition.

Automated Report Scheduling Set schedules to deliver periodic dashboard reports via email or other channels.		No information available
Ad-hoc Reporting Generate custom, on-demand reports quickly.		No information available
Custom Alerts and Notifications Configure alerts for threshold breaches, anomalies, or specific events.		No information available
Multi-channel Alerting Supports delivering alerts by email, SMS, app notifications, etc.		No information available
Report Distribution Lists Manage groups of recipients for automated distribution.		No information available
Report Format Flexibility Supports exporting reports in various formats (Excel, PDF, HTML, CSV).		No information available
Alert Reaction Time Average latency between event detection and alert delivery.		No information available
Maximum Number of Active Alerts Limit on simultaneously configured automated alerts.		No information available

Predictive Analytics Integration Natively supports predictive modeling for loss ratio or risk analysis.		No information available
Machine Learning & AI Insights Incorporates ML/AI features to highlight trends, risks, or anomalies.		No information available
What-if/Scenario Analysis Model different strategic or operational scenarios interactively.		No information available
Goal Tracking & Forecasting Visualizes progress towards KPIs and projects future performance.		No information available
Anomaly Detection Automatically highlights outliers or unexpected trends in key metrics.		No information available
Natural Language Query Allow users to type questions in plain language and receive insights.		No information available
Integration with R/Python Scripts Supports advanced analytic models written in R/Python.		No information available
Custom Calculated Metrics Create user-defined formulas for derived KPIs.		No information available

Horizontal & Vertical Scalability Can handle increasing users (horizontal) and data volume (vertical) with minimal performance drop.		No information available
Load Balancing Supports balancing of requests and resources in high-traffic environments.		No information available
Concurrent Query Handling Number of simultaneous data queries supported without lag.		No information available
Dashboard Load Time Average time to open complex dashboards.		No information available
Historical Data Storage Limit Maximum volume of historical data stored for accessible analysis.		No information available
Number of Supported Users Scale of users supported under concurrent usage.		No information available

White-labelling Ability to brand dashboards for internal or client use.		No information available
Custom Theme Support Adapt look and feel to align with organization’s branding.		No information available
API Access Comprehensive REST or GraphQL APIs for custom integration.		No information available
Plugin/Add-on Framework Support for third-party or custom extensions.		No information available
Custom Scripting Support for custom business logic or interactivity using scripts.		No information available
Custom User Roles Define unique roles with tailored permissions beyond defaults.		No information available
Integration with Workflow/Automation Tools Interoperable with workflow or RPA tools for process enablement.		No information available

24/7 Technical Support Live technical support around the clock.		No information available
Online Documentation Well-maintained, searchable user guides and API docs.		No information available
Video Tutorials Comprehensive video courses or walkthroughs for new users.		No information available
Onboarding Services Assisted onboarding to speed up value realization.		No information available
Dedicated Account Manager Named contact at the vendor for ongoing relationship and escalation.		No information available
Partner Marketplace Ecosystem of certified solution providers for integration or consulting.		No information available
User Community & Forums Active peer discussion boards and community support.		No information available
Service-Level Agreement (SLA) Defined SLA for uptime, support response times, and resolution.		No information available

Intuitive User Interface A visually clear and well-organized interface that allows users to find and use functionalities easily.		No information available
Customizable Dashboards Ability for users to create, save, and personalize dashboards according to their preferences.		No information available
Drag-and-Drop Report Builder Feature for users to construct reports visually by dragging and dropping elements.		No information available
Role-based Access Controls Tools to allocate permissions based on user roles to ensure data security and governance.		No information available
Mobile Access Support for mobile devices via responsive design or dedicated apps.		No information available
Natural Language Query (NLQ) Users can type questions in plain language to query data or generate reports.		No information available
Localization & Language Support Availability of the tool in multiple languages to support global teams.		No information available
Onboarding Tutorials In-app tutorials or walkthroughs to assist new users.		No information available
Keyboard Shortcuts Productivity-enhancing shortcut keys.		No information available
Accessibility Compliance Supports accessibility standards (e.g., WCAG) for users with disabilities.		No information available
Custom Themes & Branding Ability to tailor the interface’s look and feel to align with corporate branding.		No information available

Broad Data Source Connectivity Ability to connect with various databases, data warehouses, APIs, cloud storage, and CSV/Excel files.		No information available
Real-time Data Updating Capability for real-time or near-real-time data refresh from source systems.		No information available
Batch Data Import Support for scheduled or manual bulk data imports.		No information available
Data Blending Ability to combine data from multiple sources into a single view.		No information available
Data Model Customization Ability for users to extend or adapt existing data models.		No information available
No/Low-Code Integration Data connectivity achievable without writing code or via visual interfaces.		No information available
Automated Data Mapping Assists in mapping imported fields to data model or report fields.		No information available
API Support Availability of APIs for advanced integrations and automation.		No information available
Maximum Simultaneous Data Connections The maximum number of concurrent data source connections supported.		No information available
Data Query Speed Average latency to retrieve and render data from sources.		No information available

In-app Data Cleansing Ability to detect and handle duplicates, missing values, and errors within the tool.		No information available
Data Transformation Functions Pre-built operations for joining, pivoting, aggregating, and formatting data.		No information available
Calculated Columns/Fields Allows users to create new fields based on formulas or logic.		No information available
Self-service Data Modeling Enables users to define relationships and hierarchies without IT involvement.		No information available
Data Lineage Tracking Tracks data flows and transformations from source to report.		No information available
Data Quality Indicators Displays data validity, freshness, and completeness to the end-user.		No information available
Ingestion Throughput Maximum volume of data that can be ingested per hour.		No information available
Undo/Redo Data Changes Support for rolling back or reapplying data preparation steps.		No information available
Data Retention Settings Ability to set policies for how long data is stored within the tool.		No information available
Metadata Management Tools for managing data dictionaries, tagging, and field descriptions.		No information available

Wide Range of Visualization Types Variety of chart types, maps, and custom visualization options.		No information available
Ad Hoc Query/Analysis Users can construct and modify queries on the fly without IT help.		No information available
Automated Insights/Recommendations Tool proactively surfaces trends and anomalies.		No information available
Drill-down/Drill-through Ability to navigate from summary-level data to granular transaction details.		No information available
Time Series Analysis Specialized support for analyzing trends over time.		No information available
Comparative Analysis Easily compare multiple data sets, cohorts, or time periods.		No information available
Pivot Tables Dynamic summarization and reorganization of data in table form.		No information available
Scheduled Reports Ability to automate report generation and distribution at set intervals.		No information available
Maximum Report Size The limit on the number of rows or fields that can be included in a report.		No information available
Export Formats Supported Variety of available formats for exporting reports, such as PDF, Excel, CSV.		No information available
Geospatial/Map Analytics Support for spatial data and map-based visualization.		No information available

Report & Dashboard Sharing Users can share their work directly with others inside or outside the organization.		No information available
Annotations & Comments Ability to add context and notes directly onto reports and visuals.		No information available
Real-time Collaboration Multiple users can edit, comment, or build dashboards simultaneously.		No information available
Publish to Web/Embed Reports or dashboards can be embedded in other web applications or portals.		No information available
Version Control Track changes and manage multiple versions of reports or dashboards.		No information available
Email Distribution Automated or ad hoc distribution of reports via email.		No information available
User Activity Logs Tracks viewing, editing, and sharing activity for collaboration oversight.		No information available
Approval Workflows Built-in processes for reviewing and approving analytics outputs.		No information available
Max Simultaneous Editors Maximum number of users who can actively work on the same dashboard or report.		No information available

IBM Cognos Analytics for Banking from IBM

Product analysis by function

Financial Performance Analytics for Analytics and Business Intelligence

Data Integration (8 Yes /8 Known /10 Possible features)

Financial Analytics & Metrics (9 Yes /9 Known /10 Possible features)

Advanced Analytics and AI (6 Yes /6 Known /8 Possible features)

Dashboards and Visualization (9 Yes /9 Known /9 Possible features)

Audit, Compliance & Regulatory (7 Yes /7 Known /7 Possible features)

User Management & Collaboration (6 Yes /6 Known /7 Possible features)

Performance and Scalability (3 Yes /3 Known /7 Possible features)

Security (5 Yes /5 Known /5 Possible features)

Deployment & Integration (6 Yes /6 Known /6 Possible features)

Support, Training & Documentation (6 Yes /6 Known /6 Possible features)

Business Intelligence Dashboards for Business Intelligence and Analytics

Data Integration & Connectivity (0 Yes /0 Known /11 Possible features)

Visualization Options & Flexibility (0 Yes /0 Known /11 Possible features)

User Experience & Accessibility (0 Yes /0 Known /10 Possible features)

Data Security & Governance (0 Yes /0 Known /11 Possible features)

Collaboration & Sharing (0 Yes /0 Known /10 Possible features)

Reporting & Alerting (0 Yes /0 Known /8 Possible features)

Advanced Analytics & Insights (0 Yes /0 Known /8 Possible features)

Scalability & Performance (0 Yes /0 Known /6 Possible features)

Customizability & Extensibility (0 Yes /0 Known /7 Possible features)

Support, Training & Vendor Ecosystem (0 Yes /0 Known /8 Possible features)

Self-Service Analytics Tools for Business Intelligence and Analytics

User Experience & Accessibility (0 Yes /0 Known /11 Possible features)

Data Connectivity & Integration (0 Yes /0 Known /10 Possible features)

Data Preparation & Management (0 Yes /0 Known /10 Possible features)

Analytics & Reporting Capabilities (0 Yes /0 Known /11 Possible features)

Collaboration & Sharing (0 Yes /0 Known /9 Possible features)

Security & Compliance (0 Yes /0 Known /9 Possible features)

Scalability & Performance (0 Yes /0 Known /7 Possible features)

Advanced Analytics & AI (0 Yes /0 Known /9 Possible features)

Deployment & Architecture (0 Yes /0 Known /8 Possible features)

Support & Community (0 Yes /0 Known /7 Possible features)

Cost & Licensing (0 Yes /0 Known /6 Possible features)