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AngelList Stack from AngelList Venture
Deal sourcing and discovery of early-stage startups. Fund administration and management tools. Syndicate and SPV formation capabilities. Due diligence document sharing. Portfolio tracking and performance analytics.
Product analysis by function
Startup Scouting Platforms for Deal Sourcing and Origination
AI-powered tools that scan various data sources to identify promising startups before they actively seek funding, often analyzing web presence, patents, hiring patterns, and other signals of innovation or growth.
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Data Coverage and Source Integration
(5 Yes /5 Known /10 Possible features)
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Diversity of Data Sources Number and types of unique data sources ingested (e.g., websites, regulatory filings, patent databases, social media, hiring portals). |
No information available | |
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Global Market Coverage Covers startups across different geographical regions and markets. |
AngelList covers US, Europe, India, and other regions, supporting global startup and investor discovery. | |
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Real-Time Data Sync Ability to update information from sources in real time or near-real-time. |
No information available | |
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Custom Source Integration Allows users to add proprietary or custom data feeds. |
No information available | |
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Historical Data Availability Access to longitudinal startup and market data for trend analysis. |
Offers deal and fundraising histories and longitudinal portfolio tracking—supports historical data review. | |
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API Access for Data Availability of APIs for extracting raw or processed data. |
API access is available for some AngelList Venture data (e.g. via Atlas API for portfolio analytics). | |
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Depth of Company Profiles Number of details and data points collected per startup profile. |
No information available | |
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Quality Assurance Mechanisms Automated or human processes to validate and cleanse collected data. |
No information available | |
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Tracking Pre-Seed Startups Ability to identify companies that have not yet raised publicly disclosed funding. |
Stack supports tracking and listing very early/angel/pre-seed startups before institutional rounds. | |
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Coverage of Private and Stealth Startups Can detect companies with minimal public footprints or those in stealth mode. |
Platform allows stealth/private deal listings visible to selected investors, supporting stealth/low-footprint startups. |
Artificial Intelligence and Analysis
(1 Yes /1 Known /10 Possible features)
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Signal Detection Algorithms Detects early signals indicating growth, innovation, or funding readiness. |
No information available | |
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Startup Scoring and Ranking Automatically scores and ranks startups based on custom or default criteria. |
System offers ranking, recommendation, and matching between investors and startups using selection criteria. | |
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Predictive Analytics Predicts startup growth potential or funding likelihood based on trends. |
No information available | |
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Natural Language Processing Analyzes unstructured data such as web pages, press releases, or social media. |
No information available | |
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Customizable Scoring Models Users can tailor AI scoring models to match investment theses. |
No information available | |
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Automated Anomaly Detection Identifies unusual activity or fast-emerging companies. |
No information available | |
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Continuous Model Training Machine learning models update with new signals and outcomes. |
No information available | |
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Semantic Search Supports context-aware search beyond keyword matching. |
No information available | |
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Automatic Thematic Tagging Labels startups with relevant markets, technologies, or trends via ML. |
No information available | |
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Sentiment Analysis Evaluates news or web content sentiment about companies. |
No information available |
User Experience and Workflow Integration
(7 Yes /7 Known /10 Possible features)
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Intuitive User Interface UI is easy to navigate, modern, and user-friendly. |
Modern, user-friendly UI with clear navigation for deal and portfolio management (web evidence). | |
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Custom Dashboard Creation Users can build personalized dashboards and views. |
Supports dashboard customization, watchlists, and custom columns/views for users. | |
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Collaboration Tools Support for team notes, comments, and sharing within the platform. |
No information available | |
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Workflow Automation Supports automated notifications, follow-ups, and task assignments. |
No information available | |
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CRM Integration Direct integration with CRM systems to enrich and synchronize deal flow. |
Supports integration with popular CRMs like Affinity. | |
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Bulk Export Functions Ability to export data for offline analysis or presentations. |
Data and reports exportable as XLS, PDF, and CSV formats. | |
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Mobile Accessibility Platform can be accessed on mobile devices or via a dedicated app. |
Platform is mobile-responsive, but no dedicated app (web responsive access supported). | |
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Custom Alerting Real-time or scheduled alerts for new startups or key events by interest criteria. |
Users can enable deal, event, or portfolio alerts via email and dashboard. | |
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Single Sign-On Support Enables access using enterprise SSO solutions. |
Supports SSO for enterprise clients (noted in documentation for fund admins/team). | |
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Scheduling and Calendar Integration Integrates with calendar tools for diligence and meetings. |
No information available |
Search, Filtering, and Custom Query Tools
(8 Yes /8 Known /10 Possible features)
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Advanced Search Functionality Supports queries using multiple filters and conditions. |
Search supports multi-criteria, sector, location, round, status, and filter conditions. | |
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Custom Tagging and Segmentation Users can apply custom or automatic tags to startups for grouping. |
Users can add and segment startups via tags or custom watchlists. | |
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Saved Search and Alerts Can save search parameters and receive updates on new matches. |
Saved search, portfolio alerts, and notifications available for custom startup criteria. | |
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Boolean Query Support Allows boolean operators for complex queries. |
No information available | |
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Bulk Filtering Capacity Handles a large number of filters simultaneously. |
No information available | |
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Multi-criteria Prioritization Rank startups using weighted, multi-criteria scoring. |
Users can prioritize/rank startups with weighted criteria (deal selection, watchlists). | |
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Sector/Theme Filtering Filter by sectors, themes, technologies, and verticals. |
Can filter by sector, theme, funding stage, tech, and vertical. | |
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Geolocation Filtering Refine search by cities, regions, and countries. |
Filter by geography (country/state/city) available for startup and deal search. | |
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Stage of Development Filter Select by funding stage, age, or traction milestones. |
Can filter by funding stage, round type, and milestones when searching startups. | |
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Document and File Search Search within uploaded documents (e.g., pitch decks, reports). |
Search within uploaded due diligence files and documents supported. |
Signal and Event Detection
(2 Yes /2 Known /10 Possible features)
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Patent Filing Detection Detects and reports new patent applications by startups. |
No information available | |
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Hiring/Team Growth Signals Monitors hiring trends and team expansions as indicators of momentum. |
No information available | |
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Web/Media Activity Analysis Tracks press mentions, website updates, or new product launches. |
No information available | |
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Regulatory or Compliance Events Flags relevant government filings, certifications, or regulatory changes. |
No information available | |
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Key Executive Changes Alerts users to new C-level or founder appointments. |
Key team changes and founder appointments surface in deal/portfolio updates and email alerts. | |
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Fundraising or Capital Structure Changes Tracks fundraises, convertible instruments, or investments. |
Tracks fundraising and capital structure events of portfolio deals (supported in fund admin). | |
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Product Release Monitoring Detects announcements of new products or major updates. |
No information available | |
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Website Domain Tracking Monitors for new website launches or domain registrations. |
No information available | |
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Partnership/Collaboration Signals Detects partnership announcements or press releases. |
No information available | |
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Blockchain/Token Event Detection Monitors on-chain events and token launches for web3 startups. |
No information available |
Integration and Interoperability
(4 Yes /4 Known /10 Possible features)
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API Access for Integration Extensive APIs for data access, push/pull operations, and workflow automation. |
APIs support data push/pull (portfolio, investments, user data) for partner integration. | |
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CRM Bidirectional Sync Two-way data sync with popular CRM systems. |
No information available | |
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CSV/XLS Data Import/Export Manual data transfer via familiar spreadsheet formats. |
CSV/XLS import/export supported for portfolio and deal data. | |
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Webhook Support Real-time event notification integration via webhooks. |
No information available | |
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Third-Party Data Enrichment Enriches startup profiles using external data vendors (e.g., LinkedIn, Crunchbase). |
No information available | |
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Productivity Tool Integration Connects with collaboration and productivity tools (Slack, Outlook, G Suite, etc.). |
Integration with GSuite and Slack via Zapier and some native hooks. | |
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Custom Field Mapping Flexibly maps incoming/outgoing data fields to user- defined schemas. |
Users can map portfolio and custom data fields for reporting and import. | |
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Plug-in Architecture Supports extensions or add-ons from a marketplace or developer community. |
No information available | |
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Data Syndication Capabilities Allows publishing selected datasets to partner systems or platforms. |
No information available | |
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API Rate Limit Number of API calls allowed per minute/hour. |
No information available |
Analytics, Reporting, and Visualization
(7 Yes /7 Known /10 Possible features)
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Custom Report Builder Allows users to generate detailed, customizable reports. |
Platform has a custom report builder for fund and deal analytics. | |
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Pre-built Analytics Dashboards Includes pre-configured views for common analyses (e.g., sector heatmaps, growth leaders). |
Several pre-built dashboards available for fund admins and LPs. | |
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Visualization Tools Supports data visualizations such as timelines, network diagrams, and maps. |
Portfolio and investment analytics available as charts, diagrams, and maps. | |
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Exportable Graphs and Charts Enables export of visualizations for use in presentations or memos. |
All graphs and analytics charts are exportable as images and PDFs. | |
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Portfolio Tracking Features Track startups of interest over time and visualize portfolio progress. |
Portfolio companies can be tracked over time with analytic and reporting support. | |
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Benchmarking Capabilities Compare startups to peers, industry averages, or custom benchmarks. |
No information available | |
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Scenario/What-If Analysis Tools Allows modeling of different funding or growth scenarios. |
No information available | |
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Historical Trend Analysis Analyze changes in metrics or signals over time. |
Historical portfolio and fund performance/trend analysis built into platform. | |
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Automated Reporting Scheduling Automate periodic email or export of selected analytics/reports. |
No information available | |
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Stakeholder Sharing/Publishing Share analytics, dashboards, or reports with external stakeholders securely. |
Reports and dashboards can be securely shared with LPs and stakeholders (role-based access). |
Security and Data Privacy
(8 Yes /8 Known /10 Possible features)
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End-to-End Encryption Encrypts data both in transit and at rest. |
End-to-end encryption for investor and transaction data stated in privacy and compliance documentation. | |
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Role-Based Access Control Restricts data and feature access by user privilege levels. |
Different roles and permissions for GPs, LPs, investors, and portfolio companies. | |
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Audit Log Comprehensive logging of data access and modifications. |
Audit logs available for fund admin actions and document access. | |
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GDPR/CCPA Compliance Aligns platform's data handling practices with major data protection laws. |
Claims GDPR/CCPA compliance in global data privacy statement and policies. | |
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Data Residency Options Choose or restrict where sensitive data is stored geographically. |
Geographically distributed data centers for residency compliance available to users. | |
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Two-Factor Authentication Supports 2FA for user accounts to increase login security. |
Two-factor authentication available for platform accounts. | |
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Single Sign-On Integration Supports SSO protocols such as SAML, OpenID Connect. |
Supports SSO SAML and OIDC protocols for enterprise users. | |
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Data Anonymization Utilities Automatically masks or anonymizes certain sensitive fields. |
No information available | |
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Regular Security Audits Platform is subject to third-party or internal security reviews. |
No information available | |
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Secure File Storage Ensures that uploaded files and documents are encrypted and access-restricted. |
Secure, encrypted storage for uploaded docs, cap tables, and legal files. |
Customization and Extensibility
(3 Yes /3 Known /10 Possible features)
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Custom Field Creation Add custom fields to startup profiles and data tables. |
Custom fields can be added to company and deal profiles. | |
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White-labeling Rebrand the platform interface for internal or client use. |
No information available | |
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User Role Customization Define granular user roles and permissions. |
User and admin roles are configurable with permissions at team/institutional level. | |
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Configurable Workflows Adjust workflow steps, gates, and automations. |
No information available | |
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Custom Scoring and Ranking Models Edit or create new criteria for scoring/ranking startups. |
No information available | |
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Branding and Theming Options Customize appearance (logos, colors, etc). |
No information available | |
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User Script/Extension Support Allow user-supplied scripts or browser extensions for added functions. |
No information available | |
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Notification/Alert Customization Granular control over what triggers alerts and how they are delivered. |
Users can fine-tune which events or triggers produce email or dashboard alerts. | |
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Localization/Language Support Platform and content can be localized to multiple languages. |
No information available | |
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Customizable Report Templates Design and reuse branded templates for diligence and reporting. |
No information available |
Support and Customer Success
(7 Yes /7 Known /10 Possible features)
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Dedicated Account Manager Customer has an assigned manager for support and escalation. |
Dedicated account managers and fund admin support included at higher service tiers. | |
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Onboarding and Training Structured onboarding, tutorials, and ongoing learning support. |
Provides structured onboarding and tutorial sessions for new clients, with help center articles. | |
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24/7 Technical Support Live or rapid-response support available around the clock. |
Live 24/7 technical support for fund admins and partners. | |
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Knowledge Base/Documentation Comprehensive self-help documentation and FAQs. |
Comprehensive documentation and FAQ/help center. | |
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In-App Chat Support Live chat support embedded in the platform UI. |
Live in-app chat provided for premium users and during core business hours. | |
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Feature Request Mechanism Users can propose new features or vote on roadmap priorities. |
No information available | |
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Community Forum Encourages user-to-user help and knowledge sharing. |
No information available | |
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Regular Product Updates Frequent and visible updates reflecting feedback and market trends. |
Regular feature and product updates rolled out based on client feedback (see change log/newsletter). | |
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Integration/Implementation Services Vendor offers help implementing or customizing integrations. |
Integration support and technical onboarding available for enterprise and API clients. | |
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Customer Success Analytics Dashboards showing user adoption, engagement, and outcomes. |
No information available |
Performance, Reliability, and Scalability
(4 Yes /4 Known /10 Possible features)
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Uptime Guarantee Service level agreement on minimum platform availability. |
No information available | |
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Maximum Concurrent Users Supported number of users active at the same time. |
No information available | |
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Data Processing Speed How quickly data is ingested, analyzed, and made available. |
No information available | |
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Scalability Handles increased data load or user count without performance loss. |
Cloud architecture scales for large deal and user volumes; product used by thousands of investors and syndicates. | |
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Disaster Recovery and Backups Regular backups and robust recovery protocols. |
Regular backups and failover protocols described in security documentation. | |
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Service Status Monitoring Real-time status dashboards for platform components. |
Public status dashboard and service status page provided for platform uptime monitoring. | |
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Failover/Redundancy Mechanisms Automatic handling of server or region outages. |
No information available | |
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API Response Time Average API response latency under normal load. |
No information available | |
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Batch Processing Capability Can handle large batch data imports or exports efficiently. |
Batch uploads and downloads of deals, investor lists, and cap table data supported. | |
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Historical Data Retention Length Number of years of historical data kept available. |
No information available |
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