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Associative data modeling, AI-powered insights, real-time risk analytics, underwriting decision support, embedded analytics, mobile dashboards, self-service visualization, guided analytics, and integration with insurance core systems.
Software that presents complex risk data in intuitive visual formats, enabling underwriters to identify patterns, trends, and outliers more efficiently in large datasets.
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Multi-Source Data Import Ability to import data from spreadsheets, databases, APIs, and cloud applications. |
Qlik Sense supports importing data from spreadsheets, databases, APIs, and cloud apps as part of its core offering, confirmed in product specs and documentation. | |
Real-Time Data Sync Automatically updates visualizations as data sources change. |
Qlik Sense provides real-time data sync capabilities, updating dashboards as source data changes (see 'real-time analytics' claim and documentation). | |
Custom Data Connectors Supports custom connectors to niche insurance data sources (e.g., reinsurance systems, claims databases). |
Custom connectors can be built using Qlik's APIs and Qlik Web Connectors. Integration with insurance niche systems is promoted as a partner/custom project feature. | |
Data Transformation Provides tools for cleaning, transforming, and normalizing data within the platform. |
Qlik Sense includes extensive data transformation tools as part of its ETL/data prep layer. | |
Large Data Volume Capacity Maximum size of importable datasets. |
No information available | |
Data Enrichment Ability to augment existing datasets with 3rd party data (demographics, property risk scores, etc.) |
Qlik enables data enrichment via integration with 3rd-party services/APIs (demographics, risk scores), as per documentation and partner solutions. | |
Scheduling Imports Allows scheduled recurring data pulls for up-to-date insights. |
Scheduling recurring data imports is natively supported ('scheduled reloads'). | |
Data Quality Checking Automated validation for outliers, missing values, and format consistency. |
Qlik Sense incorporates data quality controls and scripting validation for outliers/missing values. | |
Support for Insurtech Standards Compatible with ACORD or other insurance data standards. |
ACORD and other insurtech standards can be accommodated through prebuilt or custom connectors and partners, confirmed in solution partner materials. | |
Data Lineage Tracking Keeps track of the source and transformation path of data. |
Qlik Sense supports full data lineage tracking for governance and auditing, as detailed in Qlik's governance documentation. |
Interactive Dashboards Build and share dashboards with real-time filters. |
Interactive, real-time dashboards are a core product feature. | |
Custom Chart Types Supports bar, line, scatter, heat maps, geospatial, network diagrams, and industry-specific visuals. |
Bar, line, scatter, heat maps, geospatial and custom chart types are supported, including insurance-specific visuals via extensions. | |
Drill-Down Analysis Dive into granular detail directly from dashboards. |
Drill-down analysis is one of Qlik Sense's foundational features (associative engine). | |
KPI and Metrics Cards At-a-glance display of key underwriting metrics (loss ratio, exposure, premium, etc.). |
KPI/metric cards (for loss ratio, exposure, etc.) are natively available in dashboards. | |
Geospatial Mapping Visualize risk concentration and policy distribution on maps. |
Geospatial mapping is standard in Qlik Sense, including insurance-relevant mapping capabilities. | |
Side-by-Side Comparisons Directly compare multiple entities or time periods. |
Side-by-side comparisons (multiple selections, alternative states) are well supported. | |
Customizable Themes and Branding Align dashboard appearance with company brand standards. |
Dashboards can be customized for themes/branding (company logos, colors) via Qlik Sense dev options. | |
Automatic Visualization Recommendation Suggests optimal chart types based on data structure. |
Qlik's Insight Advisor suggests optimal visualizations based on the data structure. | |
Number of Supported Visualization Types How many unique chart and visualization types are included. |
No information available | |
Embedded Visualizations Allows sharing or embedding charts in underwriting portals or presentations. |
Qlik Sense supports embedding of visualizations via iFrames/JavaScript for portals/presentations. | |
Export Options Export dashboards or charts as images, pdf, interactive html, etc. |
Export to image, PDF, and interactive HTML is natively available. | |
Mobile-Friendly Dashboards Dashboards automatically adapt to smaller screens. |
Qlik Sense dashboards are mobile responsive and available via native apps. |
Role-Based Access Control Grant/restrict views and editing of data and dashboards based on user role. |
Role-based access controls are a standard security feature. | |
Commenting and Annotation Allows users to add comments or highlight insights directly on visualizations. |
Annotations and comments are supported natively in Qlik Sense as of recent releases. | |
Workflow Integration Integrates with underwriting approval, review, or referral workflows. |
The platform integrates with workflow tools and insurance core systems (noted in partner documentation). | |
Personalized Dashboards Users can build, save, and set default dashboards tailored to their workflow. |
Personalized dashboards (e.g., 'my dashboard') are a staple Qlik Sense feature. | |
Collaboration Tools Share dashboards, schedule reports, send email alerts, and assign tasks. |
Dashboards, reports, and alerts can be shared, scheduled, and assigned to collaborators. | |
Multi-Language Support The interface is available in multiple languages. |
Qlik Sense includes multi-language support, as per product documentation. | |
End-User Training Resources Comprehensive help, onboarding guides, tutorials. |
Extensive training and onboarding materials are available from Qlik and its partners. | |
Quick Search Search among dashboards, reports, or data fields for rapid analysis. |
Search across reports, fields, and dashboards is available (Smart Search feature). | |
Concurrent Users Supported Maximum simultaneous users supported by the platform. |
No information available | |
Custom Notifications Push alerts for key metric changes, risk spikes, etc. |
Qlik Sense enables custom alerts and notifications for key risk metrics. | |
Accessibility Compliance Meets standards for accessibility (WCAG, ADA), essential for larger insurers. |
Qlik Sense's web client is designed with WCAG compliance guidance, but full compliance level should be confirmed for specific deployments. |
Predictive Analytics Support Visualize outputs from predictive risk, pricing, and fraud detection models. |
Qlik Sense supports predictive models output visualization, including integration with Python/R for model results. | |
What-If Analysis Tools Explore scenarios and their impact on key metrics. |
What-If analysis is supported via dynamic variables, sliders, and scenario modeling objects. | |
Integration with Actuarial Models Can visualize data/results from actuarial tools or software. |
Qlik Sense can integrate with actuarial models (Excel, R, SAS, Python, etc.) for visualization. | |
Statistical Summary Visualizations Automatic display of mean, median, standard deviation, loss cost distribution, etc. |
Statistical summary charts and tables (mean, median, loss distros, etc.) are supported via built-in functions. | |
Correlation Matrix Visualization Visual representation of relationships between variables (peril, region, profile). |
Correlation matrix visualizations can be created within Qlik Sense using built-in chart types or extensions. | |
Machine Learning Model Insights Integration with ML platforms for visualizing feature importance, model lift, etc. |
ML results (feature importance, lift, etc.) can be displayed by integrating with ML platforms (Python/R integrations). | |
Custom Formula Builders Users can define custom metrics/formulas for underwriting KPIs in the platform. |
Custom formula (expression) building for new KPIs is a fundamental Qlik Sense feature. | |
Time-Series Forecasting Visual tools for historical and projected trends (claims counts, premium, etc.). |
Time-series and forecast visualizations are available via built-in and extension charts. | |
Anomaly / Outlier Detection Visualization Highlights suspicious activity (fraud, errors) with automated graphics. |
Anomaly/Outlier detection visualizations can be created or imported from analytics platforms via Qlik Sense. | |
Integration APIs for Data Science Tools Connects to R, Python, or similar tools for custom analytics. |
Integration APIs to link to R, Python, and similar analytics tools are a documented capability. |
Data Encryption At Rest/Transit Ensures data is always encrypted, both stored and in transmission. |
Data is encrypted at rest and in transit in Qlik Sense Enterprise as a security best practice. | |
Audit Logs Comprehensive tracking of data access and changes for compliance. |
Qlik Sense provides robust audit logs for all data access, editing, and administration. | |
Single Sign-On (SSO) Support Integrates with company SSO for seamless and secure access. |
Single Sign-On (SSO) is supported via SAML, OAuth, etc., for enterprise security. | |
GDPR and Local Data Residency Compliance with data privacy regulations including data localization. |
Qlik Cloud is GDPR compliant and supports local data residency options for regulated industries. | |
Multi-Factor Authentication Adds an extra layer of access security for user accounts. |
Multi-factor authentication is available for both cloud and on-premises deployments. | |
Automatic Data Masking Sensitive fields (PII, health, etc.) can be obfuscated by policy. |
Data masking for sensitive fields is available via Qlik's data load script or governed field-level security. | |
Custom Access Permissions Fine-grained control by report, field, or row level. |
Supports fine-grained permissions by report, field, and row through section access controls. | |
Security Certifications Held Compliance with standards (ISO27001, SOC 2, etc.). |
Qlik has achieved InfoSec certifications including ISO27001 and SOC2 for its cloud offering. | |
Self-Hosted Deployment Option Can be deployed in a private data center or on-premises environment. |
Self-hosted (on-premises) deployment is an option for Qlik Sense Enterprise. | |
Automatic Session Timeout Sessions expire after a defined period of inactivity. |
Session timeout policies are configurable as per Qlik Sense server settings. |
Open API Availability Robust API to push/pull data and automate processes. |
Qlik Sense offers extensive Open APIs (REST, JavaScript) for automation and integration. | |
Plug-Ins for Insurance Core Systems Direct integrations for systems like Duck Creek, Guidewire, etc. |
Solution briefs and partner pages detail Qlik plug-ins for core insurance systems (e.g., Guidewire, Duck Creek). | |
Marketplace Add-Ons Access to a library of add-ons/extensions. |
Marketplace add-ons available via Qlik Branch and partner ecosystem. | |
Customizable ETL Pipelines Create, schedule, and manage ETL jobs within the platform. |
Custom ETL flows can be configured with Qlik Data Integration/Compose, and within Sense scripts. | |
High Availability SLA Platform uptime guarantee. |
No information available | |
Support for High Concurrency System can handle large numbers of simultaneous users and complex queries. |
The Qlik Sense engine is designed for high concurrency and scales for enterprise use. | |
On-Premises, Cloud, and Hybrid Deployment Flexible deployment options based on IT and compliance strategy. |
On-premises, cloud, and hybrid deployment options are available. | |
Batch and Streaming Data Processing Handles both scheduled (batch) and real-time (streaming) data ingestion. |
Batch and real-time (streaming) data ingestion is supported via Qlik Data Integration and 3rd-party connectors. | |
Number of Supported Integrations How many unique partner systems/APIs are available out-of-the-box. |
No information available | |
Custom Script Support Allows custom Python, R, or SQL code to run inside data processes. |
Qlik Sense supports custom scripts/extensions using Python, R, and SQL. |
Scheduled Report Delivery Automated delivery of reports/dashboards via email or other channels. |
Scheduled report delivery via email and other channels is a built-in feature. | |
Custom Report Builder Easily build bespoke reports from any dataset. |
Custom report building is at the core of Qlik Sense functionality. | |
Distribution to External Partners Share reports securely with outside brokers or reinsurers. |
Ability to share dashboards with external parties via secure links or exports. | |
PDF, Excel, Image Export One-click export of visuals into common office formats. |
One-click export to PDF, Excel, and images is native in Qlik Sense. | |
Dynamic Report Filtering End-users can apply filters and customize their view on delivered reports. |
Dynamic report filtering and selection is a standard feature in Qlik Sense. | |
Auto-Generated Executive Summaries Narrative summaries of KPI movements and trends. |
Narrative summaries of data (natural language insights) available via Qlik Insight Advisor. | |
Subscription Management Users can subscribe to and manage alerts for specific dashboards. |
Users can subscribe to dashboards and manage alerts via the Qlik Hub. | |
Public and Private Link Sharing Control whether links are public, SSO-restricted, or one-time. |
Sharing options include public, private (SSO), or one-time link shares. | |
Report Versioning Track and view previous versions or dashboards. |
Report versioning available for Qlik Sense Enterprise; prior versions and rollback. | |
Custom Print Formatting Set paper size, watermark, page headers, and logos for printed reports. |
Custom print formatting (paper size, headers, logos) can be set in Qlik's reporting module. |
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. |
Cloud and server editions allow simple user upgrades, scaling easily with enterprise or business growth. | |
Auto-Scaling Infrastructure Infrastructure automatically scales to meet variable loads. |
Qlik Sense includes auto-scaling in its cloud offering to handle variable workloads. | |
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. |
Qlik Sense offers both per-user and enterprise/unlimited licensing models. | |
Transparent Pricing Model Costs are clearly published and predictable. |
Transparent pricing is published for Qlik Sense SaaS (cloud) and available from partners for enterprise sales. | |
Free Trial / Proof of Concept Availability Option to test full features before commitment. |
Free trial and proof-of-concept programs are available directly on qlik.com. | |
Pay-as-You-Go Option No long-term contractual commitment required. |
Not as far as we are aware.* A pay-as-you-go option is not standard for Qlik; most licensing is subscription or annual. | |
Bulk License Discounts Discounts for enterprise-scale use. |
Bulk discounts are available for enterprise and site licenses via Qlik's sales team. | |
Academic/Non-Profit Tier Reduced pricing for research or non-profit institutions. |
Academic and non-profit pricing is available as a special program. | |
All Features Included No hidden or tiered feature restrictions. |
No information available | |
Ongoing Maintenance Fees Maintenance or support costs are bundled/transparent. |
Qlik's pricing is transparent and includes maintenance/support costs. | |
Custom Contract Lengths Offered Flexible contractual terms to suit business needs. |
Contract lengths are flexible (annual, multi-year) to suit business size and needs. | |
Self-Service Procurement Ability to purchase/licence directly online. |
Qlik cloud/SaaS can be purchased directly online (self-service procurement). |
24/7 Technical Support At least one support channel is always available. |
Qlik offers 24/7 support via its support portal for technical issues. | |
SLAs for Support Response Guaranteed response times for critical issues. |
SLAs for response to critical issues are part of Qlik's premium/enterprise support. | |
Dedicated Account Manager Personalized support through a named representative. |
Enterprise/strategic clients have a dedicated account manager. | |
Onboarding Implementation Services Professional onboarding and solution customization. |
Qlik partners provide onboarding/implementation services. | |
Custom Feature Development Willingness to build or adjust features upon request. |
Custom feature development is available via Qlik partners/professional services. | |
Regular Product Updates Continuous improvement, release roadmaps shared. |
Regular product updates and detailed roadmaps are shared via customer channels. | |
User Community Forums Active user groups for peer support and best practice sharing. |
Qlik maintains active community forums. | |
Comprehensive Documentation Full user/admin guides and integration references. |
Comprehensive documentation is available via the Qlik Help portal. | |
Training and Certification Programs Structured courses and certifications for users. |
Training and certification programs are regularly offered by Qlik. | |
Customer Feedback Channels Input mechanisms for feature requests and improvement suggestions. |
User feedback and feature request channels are active (Qlik Ideas portal). |
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