What Global IDs does

Global IDs is a privately held enterprise data management software company founded in 2001 and headquartered in Princeton, New Jersey. The company sells the Data Ecosystem Evolution Platform (DEEP), an integrated AI/ML-driven platform that automates data discovery, profiling, classification, lineage, cataloging, quality monitoring, and observability across hybrid on-premises and cloud environments. The platform is modular, comprising capabilities such as Data Fingerprinting (proprietary feature-vector and transfer-learning technology for automated sensitive-data classification), OneMDR (unified cross-environment metadata repository), DataVerse (visualization for data quality governance), and Enterprise AI (Generative AI assistants for glossary enrichment and natural-language querying). Global IDs serves large enterprise customers — predominantly in financial services, including global and regional banks — with deep regulatory compliance needs spanning GDPR, CCPA, DORA, HIPAA, and PCI DSS.

The company's underlying technology is built around automated change-data-capture metadata inventory with out-of-box connectivity to over 75 databases, 40+ file types, and 10+ applications, supported by native integrations with ServiceNow and Jira for issue management workflows. Machine learning classification is documented at greater than 95% accuracy and capable of processing more than one million columns per day, with sensitivity detection across 200+ pre-defined GDPR and CCPA entities. The firm has invested in Generative AI capabilities through Enterprise AI Assistants that translate abstract column names into plain English, enrich data glossaries, tag sensitive data, and answer natural-language questions against a single authoritative metadata source.

Global IDs generates revenue through annual or multi-year enterprise subscription licensing of the DEEP platform and its components, priced per enterprise scale, data ecosystem complexity, and user count. Distribution is exclusively direct enterprise field sales — there is no public pricing and all engagements require consultation and demonstration via 'Request a Demo.' The company operates without disclosed institutional funding, suggesting a bootstrapped or founder-financed ownership structure under long-tenured CEO Dr. Arka Mukherjee. Headcount sits in the 101–250 range, with marketing concentrated on thought leadership content, Gartner/SoftwareReviews/Bloor analyst recognition, and customer success stories in regulated industries.

Name

Global IDs

Legal name

Global IDs

Website

https://globalids.com

Company type

Private

Founded year

2001

Operating status

Operating

Headcount range

101–250 employees

Short description

Global IDs is a Princeton-based enterprise data management software company offering the AI/ML-driven DEEP platform for automated data discovery, classification, lineage, and quality, serving large enterprises — primarily financial institutions — with regulatory and compliance use cases.

Ownership category

akta.pro rank

Product category

Enterprise Data Management Software

NAICS

Software Publishers (5132), Custom Computer Programming Services (541511)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)

akta.pro primary industry

Data Platform (Unified Data & Analytics) Suites (HDAEABAD)

akta.pro secondary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• Enterprise data management
• Metadata management software
• Data governance platform
• Data lineage software
• Data quality automation

Headquarters

HQ city

Princeton

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Enterprise Software Platform Subscription: Annual or multi-year subscription licensing for the DEEP platform and its components. Pricing based on enterprise scale, data ecosystem complexity, and number of users/deployments. Includes support, maintenance, and access to platform updates.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels7 records

Core offering

Global IDs provides an AI/ML-driven enterprise data management software platform called DEEP (Data Ecosystem Evolution Platform) that automates data discovery, profiling, classification, lineage, cataloging, and quality across hybrid on-premises and cloud environments. Its portfolio includes the DEEP core platform plus specialized products OneMDR (unified metadata repository), Enterprise AI (Generative-AI assistants for data management), and DataVerse (data-quality governance and visualization), sold via enterprise subscription to large organizations in regulated industries.

Product overview

Global IDs offers an integrated data management platform called the Data Ecosystem Evolution Platform (DEEP) that provides a unified foundation for enterprise data solutions. The core platform integrates multiple modules including Discovery and Profiling, Data Catalog, Data Glossary, Data Classification and Mapping, Data Lineage, Data Quality, Data Privacy, Data Observability, Metadata Inventory and Change Management, and Data Sensitivity. Built on top of this foundation are specialized products: OneMDR for unified on-premises and cloud metadata repository management, Enterprise AI powered by Generative AI for automated data management tasks, and DataVerse for pioneering data quality governance and visualization. The Data FingerPrinting proprietary technology enables automated ML-driven classification at scale. The architecture supports both on-premises and cloud deployment with full API accessibility for integration.

Differentiator

Problem solved

Functional benefit

Brands

• DEEP (Data Ecosystem Evolution Platform): The Data Ecosystem Evolution Platform providing unified foundation for enterprise data-driven solutions including data governance, compliance, cloud migration, application rationalization, privacy, and analytics.
• OneMDR
• Enterprise AI
• DataVerse

Products and services

• Data Ecosystem Evolution Platform (DEEP) Core unified enterprise data platform providing foundational capabilities for data governance, compliance, cloud migration, application rationalization, privacy, and analytics through integrated discovery, profiling, classification, lineage, catalog, and quality functions; targets large enterprises with complex multi-system data ecosystems.
• OneMDR (One Metadata Repository) Unified metadata repository product that consolidates database metadata from on-premises and cloud data sources into a single repository, providing firmwide data governance oversight, consistent standards, and unified search and discovery; designed for large enterprises with hybrid data environments.
• Enterprise AI AI Assistant framework using Generative AI to automate data management tasks including glossary enrichment, sensitive data tagging, natural language data querying, column-name translation, and employee data literacy training; targets enterprise data teams and business users.
• DataVerse Next-generation data quality governance and visualization solution that enables consistent policy enforcement across the enterprise data lifecycle with record-level lineage tracing, transformation transparency, and integration with ServiceNow and Jira for issue resolution.
• Discovery and Profiling Automated discovery of data assets across structured databases, cloud data, file systems, and big data repositories, combined with profiling to analyze data content and infer meaning through AI/ML algorithms; for enterprise data engineering and governance teams.
• Data Catalog Enterprise data catalog using AI and machine learning to automatically inventory, classify, and organize data assets, linking physical data to logical business concepts for user consumption.
• Data Glossary Collaborative business terminology management platform with search, workflow, and bulk import capabilities, linking business terms to technical data objects for enterprise-wide data understanding.
• Data Classification and Mapping AI/ML-driven classification system that interprets data meaning, discovers relationships, and maps millions of columns per day to business-understandable categories with greater than 90% accuracy.
• Data Lineage Automated data flow analysis enabling real-time visibility into data origin, transformation, and destination across the enterprise ecosystem, with lineage validation through data overlap and temporal analysis.
• Data Quality Data quality monitoring and control platform establishing quality rules, automated control generation for critical data elements, continuous metric monitoring, and RACI-based stakeholder management.
• Data Privacy Privacy compliance automation supporting GDPR and CCPA with sensitive data classification using machine learning, PII toxicity clustering detection, and federated search for individual data across the enterprise.
• Data Observability Real-time data health monitoring enabling data owners to receive alerts on quality violations, trace root causes, prevent data downtime, and ensure consistent policy enforcement throughout the data lifecycle.

Quantifiable outcome

• >95% accuracy in ML-driven data classification
• +3 more outcomes

Named customers9 records

Segments3 records

Ideal customer profiles3 records

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability6 records

Feature9 records

Partnerships

Five partnerships are on record, tiered core and major.

• ServiceNowcoreTechnology or IntegrationIntegration partnership for issue management. Global IDs software integrates with ServiceNow, allowing issue resolution workflows to leverage existing organizational processes without changing established workflows.
• JiracoreTechnology or IntegrationIntegration partnership for issue management. Global IDs software integrates with Jira, allowing development and operations teams to manage data quality issues within their existing project tracking systems.
• Cloud PartnersmajorTechnology or IntegrationCloud platform partnerships indicated through 'Cloud Partners' section on website. Logo placeholders suggest partnerships with major cloud providers for deployment flexibility and cloud data source connectivity.
• System Implementors/Integrators PartnersmajorImplementation/ SI/ Consulting PartnerSystem integrator partnerships for implementation services. Multiple integrator partner logos displayed, providing implementation and consulting services for Global IDs platform deployments.
• Technology PartnersmajorTechnology or IntegrationTechnology partnership ecosystem including GoodData (visible in logo section) and other partners for integration and interoperability across enterprise technology stacks.

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Collibra: Enterprise data governance and catalog platform serving regulated industries including financial services. Closest direct competitor to Global IDs in data catalog, lineage, and governance for large enterprises, with substantially larger venture backing and broader horizontal footprint.
• Alation: Data intelligence and catalog platform with strong presence in financial services and analytics-driven enterprises. Competes directly with Global IDs on data catalog, governance, and metadata management for enterprise buyers.
• Ataccama: AI-powered data quality and master data management platform. Direct competitor to Global IDs on data quality, classification, and governance, with comparable automation-led positioning.
• Atlan: Modern data catalog and governance platform with strong appeal to cloud-native enterprises. Competes with Global IDs on metadata, lineage, and catalog with a more modern UX and active metadata orientation.
• Alex Solutions: Enterprise data governance and metadata management platform focused on data catalog, lineage, and business glossary. Comparable to Global IDs in targeting regulated industries with data governance transformation needs.

Broad incumbents

• Informatica: Large incumbent data integration and governance suite (now taken private) covering data quality, MDM, catalog, and governance. Overlaps Global IDs on data quality, lineage, and catalog but operates as a much broader data management portfolio.
• Talend: Data integration and governance vendor (now part of Qlik) offering data quality, lineage, and stewardship. Overlaps with Global IDs on data quality and lineage but with a stronger integration heritage.
• Microsoft Purview: Hyperscaler-native unified data governance service bundled with Azure and Microsoft 365. Competes with Global IDs on catalog, lineage, and governance for Microsoft-centric enterprises, posing commoditization risk.
• Databricks Unity Catalog: Unified data and AI governance offering for lakehouse architectures. Competes with Global IDs on metadata, catalog, and lineage for data and AI workloads, especially in cloud-native enterprises.
• IBM watsonx.data / InfoSphere Information Governance Catalog: IBM's enterprise data governance portfolio covering catalog, lineage, and data quality for large regulated enterprises. Competes with Global IDs in banking and other regulated verticals where IBM has deep installed base relationships.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks1 record

Key highlights7 records

Customer concentration

• Xx.com/globalids
• YouTubeyoutube.com/channel/UCO_7x9lIdewV0n3YRwbIfCg/videos
• Facebookfacebook.com/global-ids-525491354160065
• LinkedInlinkedin.com/company/global-ids
• Instagraminstagram.com/Global_IDs_Software

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Global IDs