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Quantiphi AI for Insurance from Quantiphi

Combines advanced analytics and machine learning to optimize underwriting, improve claims management, and enhance customer experience in the insurance industry.

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Product analysis by function

Predictive Analytics Platforms for Business Intelligence and Analytics

Advanced tools that use statistical models and machine learning to predict future outcomes like claim frequency, severity, customer retention, and fraud probability.
More Predictive Analytics Platforms More Business Intelligence and Analytics ...

Data Integration
(0 Yes /0 Known /13 Possible features)

Model Building & Customization
(0 Yes /0 Known /13 Possible features)

Prediction & Scoring
(0 Yes /0 Known /12 Possible features)

Performance & Scalability
(0 Yes /0 Known /11 Possible features)

Security & Compliance
(0 Yes /0 Known /11 Possible features)

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

Visualization & Reporting
(0 Yes /0 Known /11 Possible features)

Deployment & Integration Options
(0 Yes /0 Known /11 Possible features)

Monitoring & Model Management
(0 Yes /0 Known /11 Possible features)

Insurance-Specific Functionality
(0 Yes /0 Known /11 Possible features)

Support, Documentation, and Training
(0 Yes /0 Known /10 Possible features)

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Multi-source Data Connectivity Ability to integrate and ingest data from various sources such as databases, cloud platforms, spreadsheets, and APIs.		No information available
Real-time Data Sync Real-time synchronization of incoming data streams for up-to-date predictions.		No information available
Data Cleansing Tools Automated tools to clean, deduplicate, and normalize raw insurance data.		No information available
Batch Processing Speed The rate at which batch data loads or ETL jobs are run.		No information available
Automated Data Mapping Automatic mapping of data fields from source systems to platform schema.		No information available
Data Enrichment APIs Integration with third-party services to enrich internal data (e.g., credit scores, vehicle history).		No information available
Historic Data Upload Limits Maximum volume of historic data that can be uploaded for modeling.		No information available
Schema Change Detection Detection and alerting when upstream data schemas change.		No information available
Event-driven Updates Support for updating models or insights when new events/data arrive.		No information available
Data Lineage Tracking Traceability of data sources and transformations for audit and compliance.		No information available
Data Privacy Controls Built-in tools for masking or redacting sensitive PII (personally identifiable information).		No information available
Integration with Core Insurance Systems Connections with policy administration, claims, underwriting, and customer management systems.		No information available
Partner Data Sharing Secure tools and permissions for controlled sharing of datasets with partners.		No information available

Graphical Model Builder Drag-and-drop or visual tools for constructing predictive models without code.		No information available
Custom Algorithm Support Ability to author, import, and use custom algorithms in analytics pipelines.		No information available
Automated Feature Engineering Automatic creation and selection of predictive features from raw insurance data.		No information available
Hyperparameter Tuning Tool-assisted searching for optimal model parameters.		No information available
Model Versioning Automatic tracking and management of model versions and their metadata.		No information available
Pre-built Insurance Models Library of industry-specific models, e.g., for claim frequency, fraud detection, churn prediction.		No information available
No-Code/Low-Code Interface Options for business users to create models without programming knowledge.		No information available
Code-based Model Support Support for Python, R, or other programming languages for building custom models.		No information available
Multi-Model Comparison Tools to compare accuracy, speed, and performance of multiple models.		No information available
Model Explainability Tools Built-in features for interpreting and explaining predictions (e.g., SHAP, LIME).		No information available
AutoML Automated machine learning capabilities for speeding up model creation and evaluation.		No information available
Reusable Feature Store Centralized repository to store and reuse engineered features across analytics projects.		No information available
Model Export Formats Supported formats for exporting trained models (e.g., PMML, ONNX).		No information available

Batch Prediction Ability to execute predictions on large datasets at once.		No information available
Real-time API Scoring APIs for instant scoring of customer, claim, or policy records in live systems.		No information available
Concurrent Scoring Capacity Maximum simultaneous scoring requests supported.		No information available
Prediction Latency Average delay between input and receiving prediction.		No information available
Confidence Interval Output Predictions include confidence intervals or probability scores.		No information available
Score Logging & Auditing Comprehensive logging of each prediction for audit and traceability.		No information available
Bulk Import/Export Tools to handle input/output of large datasets in multiple formats (CSV, Parquet, etc.).		No information available
Business Rule Interceptor Ability to trigger rules or workflows based on prediction outcomes.		No information available
Prediction Refresh Rate Frequency with which prediction outputs can be updated.		No information available
Automated Alerts Automatic notifications or alerts based on scores exceeding certain thresholds.		No information available
Anomaly Detection Integrated detection of unusual patterns in input or output data.		No information available
Result Visualization Graphical displays of predictions at the record or portfolio level.		No information available

Horizontal Scalability Ability to add computing nodes to handle increased prediction volume.		No information available
Load Balancing System can distribute tasks evenly across computational resources.		No information available
Concurrent User Support Maximum number of users who can operate the system simultaneously.		No information available
Model Training Speed Average time required to train a new model on insurance datasets.		No information available
Uptime SLA Guaranteed minimum system uptime/service availability.		No information available
Automated Resource Scaling System automatically scales cloud or on-premise resources based on demand.		No information available
Parallel Processing Ability to execute multiple jobs or model trainings in parallel.		No information available
Throughput Capacity of the platform for end-to-end data process and prediction.		No information available
High Availability Built-in failover and redundancy for critical components.		No information available
Disaster Recovery Automated backup and restore procedures for platform state and data.		No information available
Elastic Storage Support for dynamic storage scaling as data grows.		No information available

User Access Control Role-based permissions for accessing platform features and data.		No information available
Audit Logs Comprehensive logging of all user and system actions for compliance.		No information available
Encryption at Rest Data is encrypted on disk and in database/storage.		No information available
Encryption in Transit Data encrypted when being transferred between systems (e.g., SSL/TLS).		No information available
GDPR/CCPA Compliance Supports processes to meet personal data regulations (European, US, etc).		No information available
Regulatory Reporting Tools Automated tools or templates for industry regulatory reporting.		No information available
Data Retention Policy Management Automatic enforcement of data archiving and deletion in line with regulations.		No information available
Multi-factor Authentication Support for two-factor or multi-factor authentication for user access.		No information available
Single Sign-On (SSO) Integration with enterprise identity providers via SSO.		No information available
Penetration Testing Regular third-party security assessments of the platform.		No information available
Role-based Data Access Granular control over which users can view or edit specific data sets.		No information available

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Financial Technology Year

Quantiphi AI for Insurance from Quantiphi

Product analysis by function

Predictive Analytics Platforms for Business Intelligence and Analytics

Data Integration
(0 Yes /0 Known /13 Possible features)

Model Building & Customization
(0 Yes /0 Known /13 Possible features)

Prediction & Scoring
(0 Yes /0 Known /12 Possible features)

Performance & Scalability
(0 Yes /0 Known /11 Possible features)

Security & Compliance
(0 Yes /0 Known /11 Possible features)

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

Visualization & Reporting
(0 Yes /0 Known /11 Possible features)

Deployment & Integration Options
(0 Yes /0 Known /11 Possible features)

Monitoring & Model Management
(0 Yes /0 Known /11 Possible features)

Insurance-Specific Functionality
(0 Yes /0 Known /11 Possible features)

Support, Documentation, and Training
(0 Yes /0 Known /10 Possible features)

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Custom Dashboards Users can configure and personalize analytical dashboards.		No information available
Report Scheduling Automatic generation and distribution of reports on a set schedule.		No information available
Annotation & Commenting Inline commenting and annotation tools for team collaboration.		No information available
Mobile Access Full functionality or at least key insights available on mobile devices.		No information available
Multilingual Interface Support for multiple languages in the user interface.		No information available
Guided Onboarding Step-by-step training or walkthroughs for new users.		No information available
Role-based Interface Customization UI adapts to user’s functions (e.g., actuary, underwriter, claims manager).		No information available
Document Sharing Direct sharing or export of dashboard, reports, and models.		No information available
Collaboration Workspace Centralized project or workspace for teams to manage analytics projects.		No information available
User Feedback Loop Mechanisms for users to suggest improvements, report bugs, or request features.		No information available
Accessibility Compliance Meets standards such as WCAG for users with disabilities.		No information available

Custom Visualization Library Wide variety of graph, chart, and diagram types beyond basic bar and line types.		No information available
Drill-down Capabilities View detailed information and trace factors behind each prediction or trend.		No information available
Geospatial Mapping Visualization of data on geographic maps to track claim concentrations, risk zones, etc.		No information available
Temporal Analysis Tools Visualization of trends and predictions over time.		No information available
Export to PDF/Excel/PowerPoint Direct download or export of reports in common formats.		No information available
Interactive Dashboards Live updating and interactive filtering of visualizations.		No information available
Custom Report Templates Library or builder for creating company-branded report templates.		No information available
KPI Tracking Monitor key insurance performance indicators alongside predictive model outputs.		No information available
Scheduled Email Distribution Automated periodic sending of insights and reports to stakeholders.		No information available
What-if Scenario Analysis Test the outcome of hypothetical situations through simulation.		No information available
Embedded Analytics Ability to embed visualizations in external portals or applications.		No information available

Cloud Deployment SaaS or managed cloud hosting for rapid rollout and scalability.		No information available
On-premise Deployment Support for installation within insurer’s own infrastructure.		No information available
Hybrid Deployment Ability to split workloads and data between cloud and on-premise environments.		No information available
Open RESTful APIs Public APIs to facilitate integration with legacy and new insurance systems.		No information available
Webhooks Support Real-time notification and workflow triggers for external systems.		No information available
SDKs for Developers Software development kits in common languages for custom integration.		No information available
Data Export Formats Number of file formats supported for export.		No information available
Third-Party Service Integration Certified connectors for CRMs, ERPs, DWHs, or vertical insurance platforms.		No information available
Containerization Support Ability to deploy solutions using Docker, Kubernetes, or similar technologies.		No information available
Zero Downtime Deployments Update the platform without user disruption.		No information available
Custom Integration Services Professional services or tools for bespoke system integrations.		No information available

Model Performance Dashboards Real-time status and KPI views for all deployed models.		No information available
Drift Detection Automated detection when model input or output distributions change significantly.		No information available
Scheduled Model Retraining Automatic retraining of models on updated data.		No information available
Model Health Alerts Notifications when models underperform or exhibit anomalies.		No information available
A/B Testing Framework Can run multiple models in parallel to determine best outcomes.		No information available
Shadow Deployment Deploy test models alongside production for comparison without affecting outcomes.		No information available
Manual Model Override Ability for responsible users to override automated predictions if required.		No information available
Model Comparison Reports Automatically generated reports comparing model results and accuracy.		No information available
Automated Model Archival Old or superseded models can be archived and restored if needed.		No information available
Custom Logging Levels Configurable granularity of operational and error logs for models.		No information available
Explainability Monitoring Ongoing measurement of explainability scores for deployed models.		No information available

Claims Frequency Modeling Templates or wizards for predicting claim counts per time period or policy cohort.		No information available
Loss Severity Modeling Support for modeling and predicting potential cost per claim.		No information available
Customer Lifetime Value Prediction Tools to estimate future profitability of policyholders.		No information available
Fraud Detection Modules Pre-built modules or scripts for identifying potentially fraudulent claims.		No information available
Churn/Renewal Prediction Predicting which policyholders are likely to lapse or renew contracts.		No information available
Risk Pool Segmentation Algorithmic grouping of policies/customers with similar risk characteristics.		No information available
Catastrophe Modeling Scenario modeling for weather, disaster, or other catastrophic event impacts.		No information available
Quotation Optimization Predictive pricing to optimize quote conversion while managing risk.		No information available
Regulatory Compliance KPIs Dashboards or reports targeting regional insurance regulatory requirements.		No information available
Reinsurance Analytics Integration Built-in support for actuarial or portfolio-level analytics for reinsurers.		No information available
Underwriting Decision Support Predictive analytics specifically designed for supporting underwriters.		No information available

Comprehensive User Documentation Access to manuals, guides, and API docs.		No information available
In-Platform Help Contextual help, tutorials, and support widgets within the UI.		No information available
Online Knowledge Base Searchable library of FAQs, troubleshooting tips, and community discussions.		No information available
24/7 Support Availability Around-the-clock access to technical and business support.		No information available
Dedicated Account Manager Named advisor for onboarding and ongoing account support.		No information available
Custom Training Programs Role-based or use-case-based remote or on-site training.		No information available
Professional Services Consulting, configuration, and hands-on setup services.		No information available
User Community Portal Online forums for networking, sharing experiences, and best practices.		No information available
Release Notes & Change Logs Detailed updates on platform enhancements and bug fixes.		No information available
Sandbox Environment Safe, isolated environment for new user experimentation.		No information available

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Financial Technology Year

Quantiphi AI for Insurance from Quantiphi

Product analysis by function

Predictive Analytics Platforms for Business Intelligence and Analytics

Data Integration (0 Yes /0 Known /13 Possible features)

Model Building & Customization (0 Yes /0 Known /13 Possible features)

Prediction & Scoring (0 Yes /0 Known /12 Possible features)

Performance & Scalability (0 Yes /0 Known /11 Possible features)

Security & Compliance (0 Yes /0 Known /11 Possible features)

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

Visualization & Reporting (0 Yes /0 Known /11 Possible features)

Deployment & Integration Options (0 Yes /0 Known /11 Possible features)

Monitoring & Model Management (0 Yes /0 Known /11 Possible features)

Insurance-Specific Functionality (0 Yes /0 Known /11 Possible features)

Support, Documentation, and Training (0 Yes /0 Known /10 Possible features)

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Data Integration
(0 Yes /0 Known /13 Possible features)

Model Building & Customization
(0 Yes /0 Known /13 Possible features)

Prediction & Scoring
(0 Yes /0 Known /12 Possible features)

Performance & Scalability
(0 Yes /0 Known /11 Possible features)

Security & Compliance
(0 Yes /0 Known /11 Possible features)

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

Visualization & Reporting
(0 Yes /0 Known /11 Possible features)

Deployment & Integration Options
(0 Yes /0 Known /11 Possible features)

Monitoring & Model Management
(0 Yes /0 Known /11 Possible features)

Insurance-Specific Functionality
(0 Yes /0 Known /11 Possible features)

Support, Documentation, and Training
(0 Yes /0 Known /10 Possible features)