at Financial Technnology Year
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Predata Signals from Predata
Provides risk assessment tools based on predictive analytics using alternative data, assisting investors in making informed decisions regarding geopolitical risks.
Product analysis by function
Alternative Data Platforms for Investment Research & Analysis
Tools that collect, process, and analyze non-traditional data sources such as satellite imagery, social media sentiment, credit card transactions, and mobile location data to generate investment insights not available from conventional sources.
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Data Coverage & Sources
(7 Yes /7 Known /12 Possible features)
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Number of Data Sources Total distinct alternative data sources (e.g., satellites, social, POS) the platform integrates. |
No information available | |
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Source Diversity Range of data types covered (e.g., geospatial, transactional, web-scraped, sensor data, etc.) |
No information available | |
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Data Source Transparency Level of disclosure around data origins and collection methods. |
The website and whitepapers frequently reference data provenance and source descriptions. | |
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Coverage Geography Geographical breadth of alternative data (e.g., global, regional, local markets). |
No information available | |
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Historical Depth Amount of historical data available for backtesting and longitudinal analysis. |
No information available | |
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Source Update Frequency How often new data is ingested from sources. |
No information available | |
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Exclusive or Unique Sources Whether the platform provides access to otherwise unavailable/uncommon datasets. |
Proprietary analytics on unique digital activity patterns with limited availability in direct competitor platforms. | |
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Source Verification Processes in place to verify data authenticity and quality. |
Predata describes machine-driven verification and noise filtering. | |
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Consent & Compliance Ensures data sources are ethically and legally obtained with proper user consent. |
Mentions ethical sourcing and compliance with local data laws in product documents. | |
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Real-Time Data Availability Whether some or all data sources provide real-time or near-real-time feeds. |
Website and documentation reference real-time and near real-time risk signals. | |
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Unstructured Data Handling Ability to process and integrate unstructured data such as images or text. |
The platform processes web/text, social network, news, and other unstructured data sources. | |
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Data Licensing Terms Clarity Transparency and clarity of the licensing rights and restrictions regarding data use. |
Terms of Service and API docs provide licensing clarity. |
Data Quality & Integrity
(6 Yes /6 Known /10 Possible features)
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Error Rate Frequency of data processing or reporting errors. |
No information available | |
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Missing Data Handling Systematic mitigation of gaps or missing values in data streams. |
Mentions automated handling of gaps/missing data in marketing and technical FAQs. | |
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Data Normalization Standardization of datasets for ease of analysis. |
Described as normalizing and standardizing disparate alternative data sources. | |
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Data Granularity Level of detail available (e.g., hourly, daily, per store, per SKU). |
No information available | |
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Quality Assurance Processes Robustness of quality control and regular audits. |
Platform describes regular quality control processes and audits. | |
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Latency Time delay between data creation and its availability on the platform. |
No information available | |
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Deduplication Automated detection and removal of duplicate entries. |
Deduplication processes are mentioned explicitly as part of automated data pipelines. | |
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Anomaly Detection System flags and explains outliers or errors in incoming data. |
Outlier and anomaly detection in incoming data signals described in both the FAQ and technical literature. | |
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Imputation Techniques Advanced strategies for predicting and filling missing data. |
Reference to advanced imputation/backfilling methods in white papers and product demos. | |
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Version Control Ability to track changes and updates to datasets for auditability. |
No information available |
Analytics & Insight Generation
(9 Yes /9 Known /11 Possible features)
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Prebuilt Analytics Number of out-of-the-box analytical models or dashboards for typical investment use cases. |
No information available | |
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Custom Analysis Capability Ability to build custom models or queries on platform data. |
Custom model building and proprietary query tools described in product spec sheets. | |
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Correlation Analysis Supports finding relationships between alternative data and traditional financial metrics. |
Platform enables statistical exploration and correlation between web signals and traditional asset data. | |
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Backtesting Tools Built-in functionality for testing investment hypotheses using historical data. |
Backtesting tools for hypothesis validation described in docs and use case materials. | |
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Predictive Modeling Availability of machine learning or AI-driven forecasting modules. |
Predictive modeling, machine learning and forecasting models at the platform core. | |
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Sentiment Analysis Detects and quantifies market sentiment from textual or social media data. |
Sentiment analysis is a key feature of Predata's predictive signals suite. | |
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Geospatial Analytics Ability to map and analyze spatial data (e.g., satellite imagery). |
Integration of geospatial analytics for geopolitical risk verified by product collateral. | |
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Real-Time Alerting Automatic notification of significant changes or anomalies relevant to portfolio holdings. |
Automated real-time alerting described in live signal notification system. | |
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Enrichment with Traditional Data Integrated blending of alternative and conventional financial data sets. |
Blending of alternative and conventional financial indicators in dashboard analytics. | |
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Explainability of Models Features supporting interpretability of predictive signals and models. |
No information available | |
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Scalability of Analytics Ability for analytic tools to function with large and growing data sets. |
Scalability for analytics described in investor decks and customer case studies. |
Integration & Accessibility
(5 Yes /6 Known /10 Possible features)
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API Availability Provision of programmatic data and analytics access via APIs. |
API access highlighted as a key integration feature (REST API described on website). | |
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Standard Data Connectors Prebuilt connectors to common analytics, BI, or portfolio management tools. |
Connectors or integration with BI tools such as Tableau/Power BI referenced in technical documentation. | |
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Bulk Data Export Support for exporting large batches of raw or processed data. |
Bulk CSV and API data exports referenced in user documentation. | |
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Real-time Streaming Integration Ability for real-time data feeds to integrate into live workflows. |
Real-time data streaming integration capabilities mentioned in developer API reference. | |
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Cloud Storage Integration Compatibility with popular cloud storage solutions (AWS, Azure, GCP, etc.). |
No information available | |
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Role-Based Access Control Enables fine-grained access management for different organizational users. |
No information available | |
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User Interface Usability Intuitive and efficient user interface for analysts and developers. |
User interface designed for intuitive exploration and visualization; supported by client testimonials. | |
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Mobile Access Functional accessibility from mobile devices (native apps or web). |
Not as far as we are aware.* No mention of native app or mobile browser-optimized UI found in public documentation. | |
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White-Labeling Possibility to customize the platform to align visually and functionally with client brand. |
No information available | |
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SDK Availability Provision of software development kits for easier custom integration. |
No information available |
Security & Compliance
(5 Yes /5 Known /10 Possible features)
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Data Encryption Data stored and transmitted using modern cryptography standards. |
Data encryption at rest and in transit described in security whitepaper. | |
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Audit Logging Maintains a complete log of access and actions for compliance. |
Comprehensive audit logging for compliance described in product feature set. | |
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Regulatory Certifications Possession of certifications such as GDPR, CCPA, SOC2 relevant to data compliance. |
No information available | |
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User Access Controls Granular user and group-based permissioning on data and analytics. |
User and group-based access management features discussed in technical FAQ. | |
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Penetration Testing Regular vulnerability/pentesting assessments are performed. |
No information available | |
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Privacy Protection Guarantees regarding data subject anonymity and privacy protection. |
Predata privacy policy emphasizes anonymization and data minimization for privacy protection. | |
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Data Residency Options Ability to specify jurisdictions where data is stored or processed. |
No information available | |
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Third-party Data Sharing Controls Restrictions/controls over redistribution of consumed data. |
Documentation calls out strict controls against unauthorized data sharing. | |
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Security Incident Notification Automated alerting regarding breaches or suspicious activity. |
No information available | |
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Vendor Diligence Support Facilitates client due diligence workflows (DDQ, supporting docs, etc). |
No information available |
Performance & Scalability
(3 Yes /3 Known /10 Possible features)
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Concurrent User Capacity Maximum number of active users supported simultaneously. |
No information available | |
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Query Response Time Median time taken to return analytics or data queries. |
No information available | |
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Data Ingestion Rate Volume of new data processed per unit of time. |
No information available | |
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Uptime SLA Service Level Agreement (SLA) on platform operational uptime. |
No information available | |
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Peak Data Storage Capacity Maximum volume of data the platform can host. |
No information available | |
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Elastic Compute Scaling Automatic scaling of compute resources to match workload. |
No information available | |
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Parallel Processing Support Ability to process multiple data streams or queries concurrently. |
References to distributed, parallel analytics architectures in product briefs. | |
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Data Retention Policy Flexibility Configurable data storage retention periods. |
No information available | |
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Performance Monitoring Tools Built-in dashboards or reporting for platform health and performance. |
Dashboards for service performance/statistics for monitoring included in platform demo. | |
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Batch Processing Support Efficient support for large batch data operations. |
Batch data update and processing workflows described in developer API documentation. |
User Support & Documentation
(6 Yes /7 Known /10 Possible features)
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Onboarding Support Personalized setup, initial training, and account configuration help. |
Onboarding and launch support referenced in customer reviews and sales materials. | |
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Knowledge Base Extensive searchable documentation and tutorials. |
Documentation, help center, and tutorials available and public. | |
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Data Dictionary Comprehensive descriptions of each data field and its origin. |
Comprehensive data dictionaries provided in API documentation. | |
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API Documentation Completeness Detail and clarity of technical integration guidelines. |
API documentation is detailed and available on the developer portal. | |
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Dedicated Account Management Assigned customer success managers for enterprise users. |
Enterprise account management support offered for large financial institutions. | |
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Live Chat Support Immediate support via chat with platform staff. |
No information available | |
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User Training Workshops Regularly scheduled or on-demand platform training. |
Training sessions and onboarding workshops referenced in client onboarding process. | |
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Community Forum User-to-user interaction and support hub. |
Not as far as we are aware.* No active user forum observed on public Predata resources. | |
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Localization Support Availability in multiple languages and time zones. |
No information available | |
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Feedback Mechanism Ability for users to suggest features or report issues and track resolution. |
No information available |
Pricing & Contract Flexibility
(5 Yes /5 Known /10 Possible features)
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Usage-Based Pricing Option for pricing tied to volume or levels of consumption. |
No information available | |
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Tiered Subscription Models Multiple service tiers for diverse needs and budgets. |
Multiple plan tiers described, including enterprise and custom contracts. | |
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Custom Enterprise Agreements Ability to negotiate bespoke terms for large clients. |
Custom agreements and pricing available for institutional clients. | |
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Transparent Fee Structures Upfront and clear disclosure of fees across all services. |
Fees are disclosed clearly in sales documentation and on request. | |
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Free Trial Availability Short-term trial or demo use before commitment. |
Free trial access is offered for prospect evaluation (referenced in main site and signup). | |
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Minimum Contract Term Shortest term for standard agreements. |
. | No information available |
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Add-On Modules Pricing Clarity and flexibility of pricing for optional advanced modules. |
Optional modules and advanced analytics offered as add-ons with transparent pricing. | |
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Early Termination Options Availability of low-penalty or pro-rata contract cancellation. |
No information available | |
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Unlimited User Pricing Flat-rate pricing not tied to user count. |
No information available | |
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Nonprofit/Educational Discounts Special pricing for academic or nonprofit organizations. |
No information available |
Customization & Extensibility
(4 Yes /5 Known /10 Possible features)
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Custom Dashboard Building Ability to design and save custom dashboards for specific analyses. |
Dashboards are customizable; example use cases available in user materials. | |
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Workflow Automation Integration with tools for process automation (e.g., alerts, trade signals). |
Workflow automation (e.g., alerts and watchlists) described on platform overview. | |
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Custom Data Ingestion Upload and merge a client’s own alternative or proprietary data. |
No information available | |
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Plugin/Extension Framework Ability to add modules/extensions for new functionalities. |
Not as far as we are aware.* No reference to plugins or extension framework for third-party customization. | |
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Scripting/Programming Interface Support for custom script development (e.g., Python, R APIs). |
No information available | |
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Theming/Branding Customization Visual customization for brand consistency. |
No information available | |
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Custom Reporting Design and automate custom report formats. |
Custom report building and scheduling described in knowledge base. | |
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Alert Customization User-defined conditions and triggers for event-driven alerts. |
User-defined event alerting and notification configuration is a core feature. | |
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Integration with In-House Tools Ability for organization-specific connectors/modules. |
No information available | |
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Deploy in Private Cloud Support for on-premises or VPC deployment for sensitive clients. |
No information available |
Vendor Stability & Reputation
(1 Yes /2 Known /10 Possible features)
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Years in Business How long the platform provider has operated. |
No information available | |
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Referenceable Clients Number of notable clients willing to provide references. |
No information available | |
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Third-Party Reviews Number and quality of external analyst or customer reviews. |
No information available | |
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Legal Disputes Disclosed History of significant legal action or unresolved disputes. |
Not as far as we are aware.* No significant legal actions/disputes disclosed. | |
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Financial Transparency Annual financial reporting or third-party audits available. |
No information available | |
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Industry Partnerships Participation in alliances or consortia that enhance credibility. |
Industry partnerships include collaborations with geopolitical risk organizations. | |
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Churn Rate Percentage of clients discontinuing service per year. |
No information available | |
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Client Growth Rate Annual increase in platform users or logos. |
No information available | |
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Awards/Industry Recognition Recognition by reputable industry organizations. |
No information available | |
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Business Continuity Plan Documented and tested plans for disaster recovery and service resilience. |
No information available |
Innovation & Forward-Looking Capabilities
(1 Yes /1 Known /10 Possible features)
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AI/ML Model Upgrades Frequency of innovation or upgrades in analytic and predictive engines. |
No information available | |
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New Data Source Integration Rate How quickly new alternative data sources are made available to users. |
No information available | |
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Participates in Data Consortiums Active member of data-sharing or standards organizations. |
No information available | |
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Visualization Innovation Frequency of new or advanced visualization techniques introduced. |
No information available | |
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Beta Testing/Client Feature Input Mechanisms for early adopter programs or client-driven roadmap. |
No information available | |
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Academic Collaborations Partnerships with universities for applied research. |
No information available | |
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Open Data Initiatives Support or contribution to open alternative data/tech communities. |
No information available | |
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Data Science Sandbox Environment for clients to experiment with new data and analytics. |
No information available | |
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API Versioning and Roadmap Disclosure Transparent release plans and versioning for APIs and tech. |
No information available | |
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Cross-Asset Data Opportunities Support for new data categories relevant across markets (e.g., ESG, crypto). |
Predata supports multi-asset and ESG/geopolitical data categories relevant across markets. |
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