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Uses machine learning algorithms to automatically curate company data and news, allowing users to track companies and trends in real-time, offering essential data for due diligence.
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Solutions for evaluating startup technology stacks, code quality, scalability, technical debt, and intellectual property assets.
More Technical Due Diligence Tools
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Automated Code Scans Support for automated code quality analysis, identifying technical debt, code smells, and adherence to best practices. |
Not as far as we are aware.* No evidence that DataFox performs code quality analysis or code scans; the platform focuses on company data curation and due diligence at a business data level. | |
Language Support Number of programming languages that the tool can analyze. |
No information available | |
Metric Coverage Variety of code quality metrics tracked (e.g., cyclomatic complexity, code duplication, test coverage). |
No information available | |
Custom Rule Definitions Allows creation or editing of custom code analysis rules. |
Not as far as we are aware.* No custom code rule definitions, as DataFox does not analyze application source code. | |
Continuous Integration Integration Ability to integrate with CI/CD pipelines to trigger scans automatically. |
Not as far as we are aware.* No integration with CI/CD; DataFox is not a code scanning or build pipeline tool. | |
Issue Reporting Generates actionable issue and remediation reports. |
Generates actionable business reports and allows users to discover and track company/market issues for due diligence. | |
Visualization Provides visual dashboards or charts for code quality trends and hotspots. |
Offers configurable dashboards and chart visualizations for company and trend monitoring. | |
Refactoring Suggestions Offers automated suggestions or guidance for code improvements. |
Not as far as we are aware.* Does not provide refactoring suggestions for code; not a software/code analysis tool. | |
Code Review Collaboration Enables team-based code review, comment, and approval workflows. |
Not as far as we are aware.* No team-based code review or comment workflows—focus is on company data, not source code. | |
Historical Analysis Ability to analyze code quality trends over time or across codebase versions. |
Tracks company data trends historically, showing how data about companies evolves over time. | |
Open Source Dependency Scanning Checks for open-source packages, their licenses, and known vulnerabilities. |
. | No information available |
API for Data Export Availability of API for exporting scan data/results. |
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Automated Test Coverage Analysis Measures and reports on the percentage of code covered by tests. |
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Automated Load Testing Performs automated tests to simulate user traffic and stress on application components. |
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Bottleneck Detection Identifies performance bottlenecks in code or infrastructure. |
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Resource Utilization Metrics Monitors and reports on CPU, memory, and storage usage under various loads. |
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Throughput Measurement Measures the system's throughput under test loads. |
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Latency Tracking Tracks response times and latencies for various system operations. |
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Scalability Simulation Simulates and models scaling scenarios (e.g. horizontal, vertical scaling). |
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Cloud Readiness Assessment Analyzes how applications and workloads can be migrated or operated in cloud environments. |
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Automated Reporting Generates reports on scalability and performance findings. |
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Benchmark Comparisons Compares performance metrics against industry or historical benchmarks. |
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Concurrency Testing Tests how well the application handles concurrent operations. |
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Network Load Simulation Simulates network constraints (e.g. latency, packet loss) in testing scenarios. |
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Service Degradation Identification Detects and reports at which points the system functionality degrades under load. |
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Peak Load Estimation Estimates the maximum load the system can handle before failure. |
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Debt Identification Automation Automatically detects potential areas of technical debt. |
Not as far as we are aware.* Technical debt analysis not in scope for DataFox. | |
Debt Categorization Classifies debt into types (e.g. design, code, architectural). |
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Debt Quantification Provides effort or cost estimates to address technical debt. |
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Debt Tracking Tracks technical debt items over time for trend analysis. |
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Impact Analysis Analyzes and reports the impact of technical debt on future development. |
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Remediation Prioritization Ranks or prioritizes technical debt based on severity and risk. |
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Integration with Issue Trackers Links technical debt items to Jira, GitHub Issues, etc. |
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Manual Annotation Allows manual input and tracking of technical debt not automatically detected. |
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Visualization of Debt Hotspots Visual maps highlighting parts of the codebase with high technical debt. |
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ROI Estimation Estimates potential ROI for technical debt remediation efforts. |
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Change Impact Tracking Monitors how software changes affect technical debt. |
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Code Origin Tracing Analyzes codebase to trace third-party, open-source, or internally developed code. |
Not as far as we are aware.* Does not analyze software code to perform IP code origin tracing. | |
Open Source License Detection Detects open source usage and associated licenses. |
Not as far as we are aware.* No open source license detection feature; DataFox focuses on business entities, not codebases. | |
License Risk Assessment Identifies risky or incompatible open-source licenses in use. |
. | No information available |
IP Ownership Mapping Maps and documents who owns or controls the codebase or platform IP. |
. | No information available |
Patent Discovery Searches for pertinent patents held by the company. |
Not as far as we are aware.* No information regarding patent discovery functionality for portfolio companies. | |
Potential Infringement Detection Flags possible IP infringements. |
. | No information available |
SBOM (Software Bill of Materials) Generation Generates comprehensive inventories of third-party and open-source components. |
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Export Control Compliance Assesses compliance with software export regulations. |
No information available | |
IP Portfolio Visualization Provides visual mapping of patents, copyrights, and trademarks. |
No information available | |
Data Export/Reporting Exports data for external legal review. |
. | No information available |
License Change Notification Notifies users on detected changes in license status. |
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Automated Architecture Diagramming Automatically generates diagrams of system/class/module dependencies. |
. | No information available |
Modularity Assessment Evaluates modularity and separation of concerns in the architecture. |
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API Surface Analysis Analyzes API surface size, versioning, and backward compatibility. |
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Microservices Detection Detects presence and design of microservices in the stack. |
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Documentation Coverage Measures the presence/quality of architecture documentation. |
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Service Dependency Mapping Maps out internal and external service dependencies. |
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Redundancy & High Availability Analysis Identifies points of failure and resiliency mechanisms. |
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Data Flow Visualization Visualizes how data moves through the system. |
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Change Impact Simulation Models potential impact of architectural changes. |
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Legacy Component Identification Detects outdated or obsolete technologies in use. |
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Cloud Native Compatibility Assesses if the architecture supports cloud-native principles. |
. | No information available |
Automated Vulnerability Scanning Performs security scans for known vulnerabilities in source and dependencies. |
. | No information available |
Penetration Testing Supports or integrates with penetration testing tools/workflows. |
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Security Policy Auditing Checks for adherence to internal security policies. |
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Compliance Framework Mapping Assesses compliance against standards (e.g., SOC 2, ISO 27001, GDPR). |
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Dependency Vulnerability Alerts Notifies when new vulnerabilities are discovered in dependencies. |
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Encryption Verification Verifies use of encryption in transit and at rest. |
. | No information available |
Secrets Management Checks for secret/token exposure in code. |
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Access Control Review Analyzes role-based access and permission models. |
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Automated Patch Recommendations Suggests or applies patches for security vulnerabilities. |
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Audit Logging Analysis Validates logging of security-relevant events. |
. | No information available |
Incident Response Assessment Evaluates tools and protocols for incident detection and response. |
. | No information available |
Code Documentation Coverage Measures percentage of code adequately documented. |
No information available | |
Automated Documentation Generation Supports auto-generation of code or API docs. |
. | No information available |
ReadMe/Onboarding Quality Qualitative review of onboarding materials and process. |
Onboarding materials for the DataFox API and platform exist, supporting customer onboarding. | |
Knowledge Base Integration Links to or includes wikis, FAQs, or internal documentation. |
. | No information available |
Diagram Generation Creates diagrams for data flow, architecture, or infrastructure. |
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API Documentation Completeness Evaluates documentation for each public API endpoint. |
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Changelog Automation Automates changelog generation between software versions. |
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Maintenance Guide Availability Availability of guides for system maintenance. |
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Onboarding Analytics Tracks onboarding time and pain points for new engineers. |
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Documentation Search Functionality Powerful search in all available documentation. |
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API Integration Support Assesses how many types of standardized APIs are supported. |
No information available | |
Third-Party Tool Compatibility Confirms compatibility with common development, monitoring, and management tools. |
DataFox integrates with Salesforce, Oracle products, and some third-party CRM tools. | |
Plug-in Architecture Supports extension through plug-ins or modules. |
. | No information available |
Data Import/Export Tools Supports easy migration or syncing of data. |
API, CSV, and Excel exports supported; documentation includes data import/export tools. | |
Webhooks/Event Streaming Supports event streaming or webhook-based integrations. |
. | No information available |
Standard Protocol Support Supports industry-standard protocols (e.g., OAuth, SAML, REST, gRPC). |
REST API, webhook, and standard CSV protocols are supported for integration. | |
SDK Availability Availability of official client SDKs for integration. |
. | No information available |
Cross-Platform Compatibility Operates across multiple environments (e.g., Windows, Linux, macOS). |
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Native Cloud Integrations Prebuilt integrations for AWS, GCP, Azure, etc. |
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Authentication/SSO Integration Supports connection to SSO and IAM providers. |
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Custom Report Builder Allows building custom reports from assessment data. |
Supports building custom business intelligence reports from curated company data. | |
Export Formats Supported Number of export formats supported (PDF, Excel, CSV, JSON, etc). |
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Interactive Dashboards Provides dynamic, filterable dashboards for different data views. |
Interactive dashboards are available for users to filter and explore company data. | |
Automated Scheduling Enables scheduling regular reports delivery. |
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Custom Alerts & Notifications Configurable notifications for key events/findings. |
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API Access for Reports Allows API queries to retrieve any report dataset. |
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Visualization Types Number of built-in chart/visualization types available. |
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Role-Based Views Customizes views/reports by user role (e.g., engineer, investor). |
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Shareable Report Links Generates secure, shareable links for stakeholder access. |
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Historical Data Comparison Supports side-by-side comparison of past and present assessment results. |
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Multi-User Access Allows multiple users to participate in analysis/review. |
Multiple users can access and collaborate on company lists and reports. | |
Role-Based Permissions Supports granular roles and access rights. |
The platform supports role-based access controls for users. | |
Task Assignment Assigns review tasks or remediation actions to team members. |
. | No information available |
In-Tool Commenting/Annotation Enables commenting directly on findings or code. |
. | No information available |
Integration with Project Management Tools Pushes findings and tasks to external systems like Jira, Trello, Asana. |
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Collaboration History/Tracking Tracks changes, comments, and actions taken in collaborative reviews. |
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User Notifications Notifies users of mentions, assignments, or status changes. |
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Workflow Customization Supports custom workflows tailored to specific due diligence processes. |
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Document/File Attachments Allows uploading and linking supporting documentation within reviews. |
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Audit Trail Maintains a secure record of all changes and actions for compliance/audit purposes. |
. | No information available |
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