What LumenData does

LumenData is an enterprise data management services company founded in 1995 and headquartered in Santa Clara, California, with operations spanning North America and Asia-Pacific. The firm specializes in Master Data Management (MDM), data quality, data governance, cloud modernization, data engineering, and AI-ready data foundations. Its core service lines include Cloud Modernization, Data Engineering & Analytics, and Data Strategy & Business Value Assessment, supported by a portfolio of proprietary accelerators and connectors that streamline implementations on Informatica, Salesforce, Snowflake, Databricks, Reltio, Oracle, and SAP platforms. Notable proprietary assets include the Axon to CDGC Migration Toolkit, MDM On-Prem to SaaS Migration Toolkit, Salesforce Accelerator for Informatica Customer360 SaaS, Reference 360 SaaS Accelerator, and Supplier 360++ extension, which collectively reduce deployment time by approximately two months with 95% risk mitigation per the firm's claims.

LumenData operates as a professional services firm generating revenue through project-based implementation and consulting engagements, supplemented by managed services and on-demand support contracts typically structured as multi-year enterprise agreements. Pricing is quote-based, determined by project scope, technology platforms, data volumes, and integration complexity, with engagements initiated via architecture workshops and consultation requests through the website. The company reports it has completed approximately 1,500 projects for a customer base of 600+ enterprises and government agencies, including logos such as Royal Caribbean, FDA, Department of Labor, Wells Fargo, Prudential, Citi, Credit Suisse, Cisco, GSK, AbbVie, McKesson, Starbucks, and Kroger, spanning eight vertical segments: Public Sector, Financial Services, Healthcare, High Tech, Higher Education, Manufacturing, Retail, and Travel & Hospitality. The firm is currently leading the largest Informatica MDM SaaS migration on record, unifying 100M+ guest records for a global cruise line.

The firm's go-to-market relies heavily on partner ecosystems, holding Platinum Enterprise Partner status with Informatica (with 350+ Informatica certifications), Premier Services Partner status with Snowflake, and core partnerships with Salesforce, Databricks, Reltio, and MuleSoft. Distribution occurs through direct enterprise field sales supplemented by channel referrals from these technology partners, with the firm's recent 'Data-to-Agent Architecture' positioning bridging trusted enterprise data with AI agent activation on Salesforce Agentforce and Databricks Mosaic AI. The company holds SOC 2 Type I and Type II certifications, is Great Place to Work certified in both the USA and India, and won the Informatica Global 'Delivery Channel Partner of the Year' Award in 2023 following its 2022 'Channel Rising Star' recognition.

Name

LumenData

Legal name

LumenData, Inc.

Website

https://lumendata.com

Company type

Private

Founded year

1995

Operating status

Operating

Headcount range

501–1,000 employees

Short description

LumenData is an enterprise data management services firm implementing MDM, cloud modernization, and AI-ready data foundations for Fortune 500 enterprises and government agencies across eight verticals via proprietary accelerators and partnerships with Informatica, Salesforce, Snowflake, and Databricks.

Ownership category

akta.pro rank

Product category

Enterprise Data Management Services

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

Enterprise Application Data Migration & Master Data Management Services (BPAEAGAJ)

akta.pro secondary industries

Data Platforms & Modern Data Stack Services (Lakehouse, DW, MDM) (BPAEAHAC), Data Strategy & Governance Services (BPAEAHAA), Data Quality, Observability & Metadata Management Services (BPAEAHAI)

Keywords

• Master data management
• Data governance consulting
• Cloud data modernization
• Data engineering services
• AI-ready data foundations

Headquarters

HQ city

Santa Clara

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Professional Services - Implementation & Consulting: LumenData generates revenue primarily through professional services engagements for data management implementation, cloud modernization, MDM deployments, and AI data readiness programs. These are typically project-based engagements with enterprise clients across their target industries.
2. Managed Services & On-Demand Support: On-demand and scheduled support services for implementing and optimizing data strategy, including post-implementation support for performance optimization and ongoing data migration strategy support.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels8 records

Core offering

LumenData is an enterprise data management services and systems integrator that implements and modernizes master data management (MDM), data quality, data governance, and cloud data platforms (Informatica, Salesforce Data 360, Snowflake, Databricks) for Fortune 500 and government clients. Its core offerings include cloud modernization, data engineering and analytics, and data strategy consulting, complemented by a portfolio of proprietary accelerators and migration toolkits that shorten MDM and Customer 360 SaaS deployments and de-risk legacy-to-SaaS migrations.

Product overview

LumenData is an enterprise data management services provider offering strategic consulting, implementation services, and platform-specific accelerators built on established data management platforms. The core service offerings include Cloud Modernization Services, Data Engineering & Analytics, and Data Strategy & Business Value Assessment. These foundational services are extended through a portfolio of specialized accelerators and connectors: Salesforce Accelerator and SAP Accelerator for Informatica Customer360 SaaS provide no-code customer and business partner mastering; Reltio for Salesforce enables data synchronization between MDM platforms; Salesforce Connectors for both Informatica MDM and Oracle MDM facilitate real-time and batch synchronization; and specialized accelerators for Higher Ed 360, Life Science, MDM Modernization, Axon to CDGC migration, Oracle DRM to R360 migration, and Reference 360 support domain-specific implementations. The Supplier 360++ extension extends Informatica Supplier 360 with integrations to Oracle SIM, Snowflake, and Coupa systems.

Differentiator

Problem solved

Functional benefit

Products and services

• Cloud Modernization Services Transitions legacy systems and data processes into modern cloud-based data architecture, leveraging Informatica, Salesforce, Snowflake, and Databricks platforms with risk-mitigated migration methodology and faster deployment timelines.
• Data Engineering & Analytics Designs and builds data pipelines, data lakes, and warehouses; establishes governance and compliance; and enables AI/ML integration for enterprise data platforms.
• Data Strategy & Business Value Assessment Conducts data maturity assessments, refines data strategy for Gen AI, builds ROI-driven roadmaps, and runs governance programs to quantify the business impact of data investments.
• Salesforce Accelerator for Informatica Customer360 SaaS Pre-built accelerator providing no-code, batch, and real-time mastering of Salesforce customer data with prebuilt DQ and Match Rules plus CDI and CAI assets for Informatica Customer 360 SaaS.
• SAP Accelerator for Informatica Customer360 SaaS No-code, batch-synced accelerator for mastering SAP business partners in Informatica Customer360 SaaS, with prebuilt DQ and Match Rules and prebuilt CDI integrations to SAP ERP Central Component and SAP S/4HANA.
• Reltio Integration Accelerator for Salesforce Accelerator enabling seamless exchange of account and contact data between Salesforce and Reltio Connected Cloud, with entity relationship synchronization, rich administrator APIs, and detailed operation logs.
• Salesforce Connector for Informatica MDM Ready-made connector package that provides real-time and batch sync with a unified, duplicate-free Customer 360 between Salesforce and Informatica SaaS MDM.
• Salesforce Connector for Oracle MDM (UCM) Bidirectional silent sync connector between Salesforce and Oracle Customer Hub with OCH Address Validation, parsing, and standardization, integrating with Oracle E-Business Suite, Siebel CRM, PeopleSoft, and custom apps.
• Axon to CDGC Modernization Accelerator Metadata migration toolkit that migrates Axon assets (systems, glossaries, policies) plus Axon Data Marketplace assets, change requests, stakeholders, data quality rules and scores, and metadata relationships into Informatica Cloud Data Governance & Quality (CDGC).
• Higher Ed 360 Accelerator Informatica Higher Ed 360 accelerator enabling unified, real-time and batch constituent data integration across higher education systems including PeopleSoft Campus and HR.
• Life Science Accelerator for Informatica Customer360 SaaS Accelerator for unified batch and real-time mastering of HCP and HCO data with integrations into Salesforce, MedPro, and NPPES for life sciences organizations.
• MDM On-Prem to SaaS Modernization Accelerator Automated toolkit for migrating from Informatica On-Prem or Oracle UCM to Informatica SaaS MDM, including repository assessment, reference entity and PC mapping migration, error handling, data validation, golden ID migration, and pre-configured address/phone/email services.
• Oracle DRM to Informatica Reference 360 Finance Migration Accelerator Accelerator that migrates from Oracle Data Relationship Management to Informatica Reference 360 for finance hierarchies including Profit Center, Account, Cost Area, and Legal Entity.
• Informatica Reference 360 SaaS Accelerator Enterprise-grade API solution built on the Informatica IDMC platform that provides standardized, scalable access to reference data via codes or names, eliminating hardcoded internal IDs.
• Supplier 360++ Extension for Informatica Supplier 360 Real-time and batch synchronization extension creating an authoritative single view of suppliers across Oracle SIM, Snowflake, and Coupa with governance controls on supplier risk attributes.
• Managed Services & On-Demand Support On-demand and scheduled support services for implementing and optimizing data strategy, including post-implementation performance optimization and ongoing data migration strategy support.

Quantifiable outcome

• Reduce deployment time by 2 months with 95% risk mitigation
• +4 more outcomes

Named customers40 records

Segments8 records

Ideal customer profiles1 record

Technology focussed No

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability9 records

Feature6 records

Partnerships

Twelve partnerships are on record, tiered core and secondary.

• SalesforcecoreTechnology or IntegrationPlatinum Partner status with deep expertise in Salesforce ecosystem including Data Cloud, Agentforce, MuleSoft, and Informatica integration. LumenData helps Salesforce account teams accelerate Data 360, Agentforce, MuleSoft, and Informatica opportunities through architecture-led execution. Built for Salesforce Enterprise Programs with engagement areas including Agentforce Readiness Assessments, Data 360 Activation Programs, and Customer 360 Modernization.
• InformaticacoreTechnology or IntegrationPlatinum Enterprise Partner with 350+ Informatica certifications. Leading the single largest Informatica MDM SaaS migration for a global cruise line. Offers proprietary migration accelerators for Customer 360 SaaS, Supplier 360, Higher Ed 360. Expert in MDM, data quality, enterprise data catalog, Customer 360 SaaS, Reference 360 SaaS, Supplier 360 SaaS, and CAI implementations. Won Global 'Delivery Channel Partner of the Year' Award 2023.
• SnowflakecoreTechnology or IntegrationAI Data Cloud Premier Services Partner. Provides enablement programs for Snowflake implementation, data architecture, AI model development, and ML model development. QuickStart programs for faster go-lives. Experience with Informatica x Snowflake implementations and data cataloging with Snowflake and dbt.
• DatabrickscoreTechnology or IntegrationConsulting Partner with expertise in Lakehouse architecture and engineering. Offers Databricks Enablement Program with professional services for architecture, engineering, data pipeline and ETL. Demonstrations available for AI Agents in Databricks using Mosaic AI Agent Framework and MLflow.
• ReltiocoreTechnology or IntegrationReltio Consulting Services Partner and Implementation Partner. Provides support with cloud master data management and continuous data quality and data governance. Offers Reltio Integration Accelerator for Salesforce for seamless account and contact data exchange.
• AWS (Amazon Web Services)secondaryTechnology or IntegrationPartner providing cloud infrastructure for data management and cloud modernization implementations. SOC 2 certified data handling practices aligned with AWS security standards.
• OraclesecondaryTechnology or IntegrationOracle Gold Partner with expertise in Oracle Customer Hub implementations. Supports Oracle UCM to Informatica MDM SaaS migrations. Offers Salesforce Connector for Oracle MDM (UCM) for bidirectional sync with unified 360-degree customer view.
• FivetransecondaryTechnology or IntegrationTechnology partner for automated data movement and integration. Part of LumenData's technology stack for data integration consulting services.
• Google CloudsecondaryTechnology or IntegrationTechnology partner for cloud data management solutions. Part of multi-cloud strategy offerings.
• Microsoft AzuresecondaryTechnology or IntegrationTechnology partner for cloud infrastructure and data services. CISSP certified team members supporting Azure-based implementations.
• dbt LabssecondaryTechnology or IntegrationAnalytics engineering partner for data transformation and modeling. Demonstrated implementation with Snowflake and dbt for data cataloging and lineage.
• MuleSoftcoreTechnology or IntegrationAPI-led connectivity integration within Salesforce ecosystem. LumenData combines MuleSoft's API-led connectivity with Informatica's enterprise data mastery to orchestrate complex workflows across legacy and SaaS environments. Enables real-time data activation and event-driven orchestration.

Scale indicators10 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Slalom: Boutique enterprise consulting firm with a large data and cloud practice delivering Salesforce, Informatica, Snowflake, and MDM implementations for Fortune 500 clients — same buyer profile, same partner ecosystem, similar delivery model.
• Trianz: Digital transformation SI specializing in data, cloud, and analytics modernization with deep Informatica and Snowflake expertise; competes directly for the same MDM and cloud migration mandates.
• Tiger Analytics: Data and AI services firm delivering data engineering, MDM, and analytics implementations across Snowflake, Databricks, and cloud platforms — direct overlap on data platform delivery and enterprise customer segments.
• Mastek: Global digital and data engineering SI delivering cloud modernization, MDM, and data governance implementations for financial services, healthcare, and public sector — directly comparable customer mix and delivery capabilities.
• Thoughtworks: Boutique technology consultancy delivering data platform engineering, MDM, and cloud modernization for enterprise clients — comparable size, delivery model, and emphasis on data-driven transformation.
• Wavicle Data Solutions: Data and cloud analytics services firm specializing in Snowflake, Databricks, and modern data stack implementations — directly comparable boutique SI competing in the same cloud modernization space.
• Anblicks: Data engineering and cloud analytics services firm delivering Snowflake, Databricks, and AI implementations for enterprise clients; closely comparable boutique scale and delivery focus.
• AbsolutData: Analytics and AI services firm delivering data engineering and AI/ML implementations to enterprise clients; similar boutique positioning and overlap on data-driven transformation mandates.

Broad incumbents

• Persistent Systems: Larger established IT services firm with a dedicated data, analytics, and cloud modernization practice serving the same Salesforce and Informatica partner ecosystem; competes on similar deals with a deeper global bench.
• Publicis Sapient: Global digital transformation services arm of Publicis with strong data, cloud, and CRM (Salesforce) practice targeting the same Fortune 500 enterprise data modernization buyers.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/LumenData
• YouTubeyoutube.com/@LumenData
• LinkedInlinkedin.com/company/lumendata
• Facebookfacebook.com/426689927390650

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

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

M&A1 record

Investments

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

Frequently asked questions about LumenData