OvalEdge
OvalEdge is an enterprise data governance software company offering an agentic AI platform that unifies data cataloging, lineage, quality, privacy/access, and conversational analytics for large enterprises in financial services, healthcare, government, retail, and technology.
- Company typePrivate
- Founded2013
- HeadquartersNorcross, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What OvalEdge does
OvalEdge, founded in 2013 and headquartered in Alpharetta, Georgia with a development subsidiary in Hyderabad, India, sells an enterprise data governance platform positioned as 'agentic data intelligence.' The product unifies data cataloging, lineage, data quality, business glossary, certification management, and privacy/access control on a single integrated stack rather than via acquired point tools, and layers AI-driven capabilities — including an AI-curated catalog, automated end-to-end lineage inference, an intelligent business glossary, smart stewardship prioritization, AI-executed governance policies, an askEdgi conversational analytics interface, and an MCP Server that acts as a context control plane for downstream AI initiatives. The 2025 launch of Agentic Data Governance repositions the company around autonomous AI agents that continuously detect issues and enforce policies, compressing governance cycles that traditionally run years into weeks. CEO Sharad Varshney co-founded the company, and named customers include the European Commission, Upwork, Getty Images, Twitch, Parexel, Delta Community Credit Union, Bedrock, Gousto, Cotiviti, and Naranja X across financial services, healthcare, government, retail, technology, and media.
The company monetizes through quote-based subscription enterprise licensing on multi-year contracts, selling via direct field sales with 'Book a Demo' and 'Take a Tour' calls to action, and extending reach through a global network of more than 60 service and implementation partners including Nagarro, LTIMindtree, Protiviti, Thoughtworks, CAPCO, and SUCCEED Data Services. Technology integration partnerships span all three hyperscalers (AWS, Microsoft Azure, Google Cloud) and the dominant data warehouses and BI tools (Snowflake as a Horizon Premier Partner, Databricks, Amazon Redshift, Cloudera, Tableau, Power BI, Qlik, MicroStrategy, Sisense, Matillion). Marketing is content-led — analyst recognition, gated whitepapers, webinars, comparison pages versus Alation/Collibra/Informatica, case studies, and an OvalEdge Academy training channel — supported by multi-analyst validation including KuppingerCole Overall Leader, QKS SPARK Matrix Leader, Gartner MQ inclusion in 2025, and a commissioned Forrester Total Economic Impact study citing 337% ROI. The company is privately held with no disclosed funding rounds and operates as OvalEdge LLC (Georgia) with OvalEdge India Private Limited (Telangana) as its development subsidiary.
OvalEdge firmographics
Firmographics- Name
- OvalEdge
- Legal name
- OvalEdge LLC
- Website
- https://ovaledge.com
- Company type
- Private
- Founded year
- 2013
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- OvalEdge is an enterprise data governance software company offering an agentic AI platform that unifies data cataloging, lineage, quality, privacy/access, and conversational analytics for large enterprises in financial services, healthcare, government, retail, and technology.
- Ownership category
- akta.pro rank
OvalEdge industry classification
Industry- Product category
- Data Governance Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights) (HDAEAMAD)
- akta.pro secondary industry
- Data Engineering, Integration & ETL/ELT Services (BPAEAHAB)
Keywords
Where OvalEdge is headquartered
LocationHeadquarters
- HQ city
- Norcross
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
OvalEdge business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Software Licensing (SaaS/Cloud): The platform is offered as a software solution with license fees. The EULA indicates subscription-based access with plans selected by Licensee.
- Enterprise Licensing: Enterprise field sales approach targeting large organizations with enterprise-wide deployments. Quote-based pricing suggests custom enterprise agreements.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Quote-based enterprise pricing |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels8 records
OvalEdge product offering
Product offeringCore offering
OvalEdge provides an agentic data intelligence platform that enables enterprises to catalog, govern, and manage data quality across their data ecosystem. The platform combines AI-curated data cataloging, automated lineage mapping, intelligent business glossary management, data quality monitoring, privacy/access controls, and conversational analytics (askEdgi). It is sold as an integrated software solution to large enterprises seeking trusted, governed data for analytics and AI initiatives.
Product overview
OvalEdge is an agentic data intelligence platform offering a unified, integrated portfolio of governance products and solutions. The platform architecture consists of core product modules (Data Catalog, Data Quality, Data Lineage, Data Privacy & Access, askEdgi, Business Glossary, and Certification Manager) combined with platform infrastructure modules (Dashboards, Connectors, APIs & Integrations, and Automation Engine & Workflow). The platform's core differentiator is its Agentic Data Governance capability where AI agents continuously detect data issues, enforce policies, and guide governance actions. Solution layers for Privacy & Compliance, Data Literacy, and Data Products extend the platform for specific governance initiatives. The platform is designed to enable organizations to govern data in weeks rather than years, with AI weaving governance into existing workflows and building trusted business context for analytics and AI.
Differentiator
Problem solved
Functional benefit
Brands
- askEdgi: AI-powered natural language interface for querying data using governed enterprise context
- OvalEdge Academy
Products and services
- Data Catalog
Quantifiable outcome
- 337% ROI according to Forrester Total Economic Impact Study commissioned by OvalEdge
- +4 more outcomes
Companies that use OvalEdge
Customer profileNamed customers16 records
Segments4 records
Ideal customer profiles3 records
OvalEdge technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration14 records
AI capability9 records
Feature15 records
OvalEdge partnerships and signals
Strategic signalPartnerships
65 partnerships are on record, tiered core, featured and minor.
- SnowflakecoreSnowflake Horizon Partner. OvalEdge integrates with Snowflake for data governance across Snowflake environments. Snowflake is listed as a Premier Partner.
- DatabrickscoreIntegration partner with OvalEdge providing data governance capabilities for Databricks environments.
- Amazon RedshiftcoreTechnology partner providing integration for Amazon Redshift data governance.
- AWScoreAWS partner with dedicated partner page for AWS integration and data governance on AWS.
- Google Cloud PlatformcoreTechnology partner providing data governance integration for Google Cloud environments.
- Microsoft AzurecoreTechnology partner providing data governance integration for Microsoft Azure environments.
- SUCCEED Data ServicesfeaturedOvalEdge Certified service partner providing consulting and implementation services for data governance.
- EmergysfeaturedFeatured service partner providing integration and implementation services.
- CAPCOfeaturedFeatured service partner providing consulting services in financial services and data governance.
- ElliciumfeaturedFeatured service partner providing data transformation and governance consulting.
- Innovative TransformationfeaturedFeatured service partner providing consulting and implementation services.
- NagarrofeaturedFeatured service partner providing digital transformation and governance implementation.
- LTIMindtreeminorService partner providing consulting and implementation services.
- ProtivitiminorService partner providing consulting and implementation services for data governance.
- ThoughtworksminorService partner providing software consulting and data governance implementation.
- 3i InfotechfeaturedFeatured service partner providing IT services and implementation.
- CoforgeminorService partner providing consulting and implementation services.
- EWSolutionsfeaturedFeatured service partner providing data governance implementation.
- Accscient DigitalminorService partner providing digital transformation services.
- DatacidersminorService partner providing data consulting services.
- IntraSystemsminorService partner providing integration and consulting.
- DX AdvisorsminorService partner providing digital transformation advisory.
- DisruptxfeaturedFeatured service partner.
- EonCollectivefeaturedFeatured service partner.
- Trident (Tridant)featuredFeatured service partner providing data governance consulting.
- NumenticafeaturedFeatured service partner.
- ElaitfeaturedFeatured service partner.
- DatalereminorService partner providing data consulting.
- DevitancyminorService partner.
- ArchetypeminorService partner.
- Aspire SystemsminorService partner providing IT services.
- CodeminorService partner.
- ZaintechminorService partner for technology consulting.
- CoreBIminorService partner providing business intelligence consulting.
- Evoort SolutionsminorService partner.
- Data LeagueminorService partner.
- IntegralisminorService partner.
- RealsoftminorService partner.
- 4mostminorService partner.
- NexifyminorService partner.
- element61minorService partner.
- DATAECONOMYminorService partner.
- ValueTankminorService partner.
- Nice Software SolutionsminorService partner.
- AxxiomeminorService partner.
- D3ClarityminorService partner.
- translab.iominorService partner.
- DataPlusminorService partner.
- D4Ds - Data & Decision SupportminorService partner.
- GulfITminorService partner.
- itDminorService partner.
- Regent TechnologyminorService partner.
- Parapentex StudiosminorService partner.
- DataHyvminorService partner.
- NozomminorService partner.
- MassTech LLCminorService partner.
- Yukon LabsminorService partner.
- Pioneers DXminorService partner.
- ExpleominorService partner.
- Renad Al Majd Company (RMG)minorService partner.
- Digital FutureminorService partner.
- Simpra Advanced Technology LLCminorService partner.
- Data Knowledge ConsultantsminorService partner.
- InfoblueprintminorService partner providing data governance consulting.
- Torang TechnologiesminorService partner.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
OvalEdge competitors and assessment
Company assessmentDirect peers
- Alation: Direct competitor in the enterprise data catalog and metadata management market, named by OvalEdge itself on its comparison hub. Both sell AI-augmented cataloging and lineage to large regulated buyers.
- Collibra: Direct peer in data governance and cataloging; named in OvalEdge's comparison content. Both target large enterprises with catalog, lineage, business glossary, and stewardship functionality.
- Atlan: Emerging AI-native data catalog targeting the same enterprise data and AI-readiness use cases as OvalEdge, with overlapping features around lineage, governance, and modern data stack integrations.
- Data.world: Enterprise data catalog platform with collaborative cataloging, governance, and AI-context features; competes in the same metadata management and data governance buyer segments.
Broad incumbents
- Informatica: Long-standing incumbent in data integration and data governance (notably CLAIRE GPT-powered governance); explicitly listed on OvalEdge's comparison hub. Competes broadly across catalog, quality, and governance.
- Microsoft Purview (Microsoft): Cloud-native data governance and catalog suite from Microsoft, integrated across Azure and Microsoft Fabric. Competes head-on in enterprise data governance for Microsoft-centric customers.
- Talend / Qlik: Qlik (post-Talend acquisition) offers data quality, governance, and lineage as part of a broader analytics platform, including the joint healthcare go-to-market with OvalEdge.
- Precisely: Provides data integrity and governance capabilities including catalog, quality, and lineage; broadly competes with OvalEdge across enterprise data governance use cases.
- IBM watsonx.data governance (IBM Knowledge Catalog): IBM Knowledge Catalog is a data catalog and governance platform within IBM's data and AI stack, overlapping OvalEdge's catalog, lineage, and AI-governance positioning for large enterprise buyers.
Emerging players
- BigID: AI-driven data intelligence platform focused on data privacy, security, and governance; competes with OvalEdge's privacy/access module for regulated-data buyers.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
OvalEdge social profiles
Digital presenceOvalEdge compliance and trust
Trust signalCompliance3 records
OvalEdge financial estimates
Financial estimateRevenue estimate
Valuation estimate
OvalEdge leadership team
Management profileNumber of profiles
Profiles1 record
OvalEdge subsidiaries and ownership
Company hierarchySubsidiaries1 record
OvalEdge funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
OvalEdge M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about OvalEdge
What does OvalEdge do?
OvalEdge provides an agentic data intelligence platform that enables enterprises to catalog, govern, and manage data quality across their data ecosystem. The platform combines AI-curated data cataloging, automated lineage mapping, intelligent business glossary management, data quality monitoring, privacy/access controls, and conversational analytics (askEdgi). It is sold as an integrated software solution to large enterprises seeking trusted, governed data for analytics and AI initiatives.
Is OvalEdge a public or private company?
OvalEdge is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was OvalEdge founded?
OvalEdge was founded in 2013. It employs 11 to 50 people.
Where is OvalEdge based?
OvalEdge is headquartered in Norcross, United States, in the North America region.
How does OvalEdge make money?
Two revenue lines are on record. Software Licensing (SaaS/Cloud) is the primary driver. The others are enterprise Licensing.
Who are OvalEdge's main competitors?
Direct peers on record are Alation, Collibra, Atlan and Data.world. Broad incumbents are Informatica, Microsoft Purview (Microsoft), Talend / Qlik, Precisely and IBM watsonx.data governance (IBM Knowledge Catalog). BigID is listed as an emerging player.
Does OvalEdge have an API?
Yes. OvalEdge offers APIs and integrations for native integration with enterprise applications. The platform provides a Metadata API used for integration with tools like Matillion ETL. Additionally, the platform features an MCP Server (Model Context Protocol) described as a context control plane that provides reusable business context to every AI initiative with consistency, trust, and control. Developer documentation is at www.ovaledge.com/product/api-integrations.
What industry is OvalEdge in?
OvalEdge's product category is Data Governance Software. Its primary akta.pro industry code is HDAEAMAD, Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights), with a secondary code of BPAEAHAB, Data Engineering, Integration & ETL/ELT Services. Its NAICS code is 5132 and its SIC code is 7372.