PRAGMATIC DATA RESEARCH UK LTD
Pragmatic Data Research UK Ltd is a UK-based consultancy providing data architecture, governance, and AI-readiness services, built around the Egeria open source metadata platform it leads under the Linux Foundation AI & Data. It serves enterprise clients across the UK, US, and Germany through consulting, education, and proprietary tooling such as Pyegeria and the Egeria Advisor.
- Company typePrivate
- Founded2021
- HeadquartersKington, United Kingdom
- Headcount1–10
- GTM typeB2B
- OfferingServices
What PRAGMATIC DATA RESEARCH UK LTD does
Pragmatic Data Research UK Ltd (PDR) is a UK-based technology and executive management consultancy founded in 2021 by Mandy Chessell, Peter Coldicott, and Dan Wolfson, with Kevin Shank joining the team in 2025. The firm provides research, innovation, and implementation services for enterprise data architecture, data governance, and AI-readiness programs, and is recognized as a primary contributor and leader of the Egeria open source project hosted under the Linux Foundation AI & Data. Its core commercial activities are Pragmatic Consulting, Pragmatic Education, and Pragmatic Research, supplemented by a planned subscription tier around packaged metadata content (notably the PDR Core Commerce Pack).
The company's technical foundation is the Egeria open metadata and governance platform, on which PDR has layered a proprietary tool suite: Pyegeria (a Python SDK exposing 41 Egeria view services), Dr. Egeria (a Markdown authoring language), Hey_Egeria (administrative web UI), My_Egeria (terminal UI), and the Egeria Advisor (an AI application using a multi-agent RAG architecture with MCP tool integration). Notable integrations include native bidirectional metadata synchronization with Databricks Unity Catalog via Egeria 5.1 (October 2024) and MLFlow for AI development lifecycle traceability, supporting a formal strategic partnership with Databricks announced in November 2023.
PDR makes money primarily through quote-based professional services engagements (consulting and education), with an emerging subscription revenue layer planned for future commercial releases of its content packs (current V0.1 alpha remains non-commercial). The company serves enterprise organizations undergoing digital transformation and AI adoption, with a horizontal segmentation approach and stated operating geographies spanning the UK, US, and Germany. PDR is privately held, founder-led, and not currently backed by external venture or private equity capital.
PRAGMATIC DATA RESEARCH UK LTD firmographics
Firmographics- Name
- PRAGMATIC DATA RESEARCH UK LTD
- Legal name
- Pragmatic Data Research UK Ltd
- Website
- https://pdr-associates.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Pragmatic Data Research UK Ltd is a UK-based consultancy providing data architecture, governance, and AI-readiness services, built around the Egeria open source metadata platform it leads under the Linux Foundation AI & Data. It serves enterprise clients across the UK, US, and Germany through consulting, education, and proprietary tooling such as Pyegeria and the Egeria Advisor.
- Ownership category
- akta.pro rank
PRAGMATIC DATA RESEARCH UK LTD industry classification
Industry- Product category
- Data Governance Consulting
- NAICS
- Other Scientific and Technical Consulting Services (54169), Software Publishers (5132)
- SIC
- Services-Management Consulting Services (8742), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Data, Analytics & AI Consulting (BPAHAEAF)
- akta.pro secondary industries
- Industry & Sector Research (Syndicated/Custom) (BPAHALAE), Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC)
Keywords
Where PRAGMATIC DATA RESEARCH UK LTD is headquartered
LocationHeadquarters
- HQ city
- Kington
- HQ country
- United Kingdom
- HQ region
- Europe
Markets served
PRAGMATIC DATA RESEARCH UK LTD business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- Pragmatic Consulting: Consultancy services providing research, innovation, and implementation of pragmatic data architectures and strategies for analytics and data governance programs.
- Pragmatic Education: Education and training services around Egeria and data governance practices.
- Content Packs Subscription: PDR Core Commerce Pack and other content packs available on a subscription basis (V1.0 and beyond). Early versions available for limited non-commercial use.
- Open Source Community: Open source contributions through Egeria project with community support and development.
Go-to-market motion2 records
Distribution channels1 record
Marketing channels5 records
PRAGMATIC DATA RESEARCH UK LTD product offering
Product offeringCore offering
Pragmatic Data Research UK Ltd provides research, innovation, and implementation consulting services for enterprise data architecture, data governance, and AI-readiness programs, anchored on the Egeria open-source open metadata platform. It sells three primary service lines — Pragmatic Consulting, Pragmatic Education, and Pragmatic Research — alongside subscription-based content packs such as the PDR Core Commerce Pack and proprietary tooling including Pyegeria, Dr. Egeria, and the Egeria Advisor AI application.
Product overview
PRAGMATIC DATA RESEARCH UK LTD is a consultancy that provides research, innovation, and implementation services for enterprise data architecture and governance. The company's primary platform is Egeria — an open-source, Linux Foundation AI & Data project providing open metadata and governance for enterprises. Around Egeria, PDR has built a suite of proprietary tooling including Pyegeria (Python SDK with 41 view services), Dr. Egeria (Markdown authoring capability), Hey_Egeria (administrative UI), My_Egeria (terminal UI), and the Egeria Advisor (AI conversational interface using multi-agent RAG and MCP). PDR also publishes content packs such as the PDR Core Commerce Pack. The company offers complementary consulting, education, and research services. In 2025, PDR shifted its commercial focus toward governance consultancy, education, and production rollouts of Egeria-based projects, while continuing to advance the open-source Egeria project and its own proprietary tool layer.
Differentiator
Problem solved
Functional benefit
Brands
- Egeria Advisory Services: Consulting services around the Egeria open-source platform for open metadata and governance
- Egeria Advisor
- Dr. Egeria
- Hey Egeria
- My Egeria
- Pyegeria
- PDR Core Commerce Pack
Products and services
- Pragmatic Consulting
Companies that use PRAGMATIC DATA RESEARCH UK LTD
Customer profileSegments2 records
Ideal customer profiles2 records
PRAGMATIC DATA RESEARCH UK LTD technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability9 records
Feature8 records
PRAGMATIC DATA RESEARCH UK LTD partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- DatabrickscorePDR UK Ltd is a Databricks partner. Databricks provides Lakehouse and analytics offerings, and PDR brings experience in data governance, data architecture and metadata management. Together they help joint clients maximize value from their data. PDR's Egeria technology can accelerate migrations to Databricks and augments existing governance tools.
- Linux Foundation AI & DatacoreEgeria is a project of the Linux Foundation AI & Data. PDR leads and supports the Egeria open source community, contributing to the open metadata and governance platform.
Scale indicators2 records
Recent moves6 records
Expansion highlights6 records
PRAGMATIC DATA RESEARCH UK LTD competitors and assessment
Company assessmentEmerging players
- TopQuadrant: TopQuadrant is a smaller, semantic-web-based metadata and data governance platform. It overlaps with PDR's focus on metadata modeling and ontology-driven governance but addresses the same niche with a more productized offering.
Direct peers
- data.world: data.world is a data catalog platform with a knowledge-graph foundation and active community, similar in spirit to Egeria's open metadata approach. It targets the same enterprise governance and data discovery use cases that PDR addresses.
- Alation: Alation is a leading data catalog and governance platform serving large enterprises. It overlaps directly with Egeria's metadata management, governance, and AI-context capabilities, and competes for the same enterprise data governance budget that PDR addresses through consulting plus Egeria tooling.
- Solidatus: Solidatus is a UK-headquartered data lineage and governance specialist of comparable scale to PDR. Both serve enterprise data governance buyers with metadata and lineage tooling and complement their products with professional services.
- Atlan: Atlan is a modern data catalog and governance platform with strong AI-readiness positioning, directly competing with PDR's Egeria-based governance and metadata offering for enterprise data teams. Both target the same buyer persona (data stewards, governance officers) with overlapping capabilities in lineage, cataloging, and AI context.
Broad incumbents
- Informatica: Informatica is a long-standing data integration and governance incumbent with an extensive enterprise catalog and data quality suite. It competes with Egeria's governance and metadata exchange capabilities as part of a much wider data management portfolio.
- Collibra: Collibra is the largest independent data intelligence and governance platform, offering a much broader catalog, lineage, and stewardship portfolio than Egeria. It is the primary broad-incumbent alternative for enterprise buyers evaluating PDR's governance proposals.
- IBM (Data Governance / watsonx): IBM is both Dan Wolfson's former employer and a broad incumbent offering data governance, master data management, and watsonx.ai governance tools. It represents both a talent source for PDR and a large-scale competitive alternative in enterprise governance.
- Talend (Qlik): Talend, now part of Qlik, provides data integration, quality, and governance capabilities that overlap with Egeria's metadata and governance scope. It serves enterprise data management buyers with a much larger commercial footprint than PDR.
Others
- Databricks (Unity Catalog): Databricks is PDR's strategic partner and the provider of Unity Catalog, which Egeria 5.1 now integrates with. While Unity Catalog partially competes with Egeria on metadata, Databricks is primarily an ecosystem partner and distribution channel rather than a direct competitor.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
PRAGMATIC DATA RESEARCH UK LTD social profiles
Digital presencePRAGMATIC DATA RESEARCH UK LTD financial estimates
Financial estimateRevenue estimate
Valuation estimate
PRAGMATIC DATA RESEARCH UK LTD leadership team
Management profileNumber of profiles
Profiles4 records
PRAGMATIC DATA RESEARCH UK LTD funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
PRAGMATIC DATA RESEARCH UK LTD 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 PRAGMATIC DATA RESEARCH UK LTD
What does PRAGMATIC DATA RESEARCH UK LTD do?
Pragmatic Data Research UK Ltd provides research, innovation, and implementation consulting services for enterprise data architecture, data governance, and AI-readiness programs, anchored on the Egeria open-source open metadata platform. It sells three primary service lines — Pragmatic Consulting, Pragmatic Education, and Pragmatic Research — alongside subscription-based content packs such as the PDR Core Commerce Pack and proprietary tooling including Pyegeria, Dr. Egeria, and the Egeria Advisor AI application.
Is PRAGMATIC DATA RESEARCH UK LTD a public or private company?
PRAGMATIC DATA RESEARCH UK LTD is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was PRAGMATIC DATA RESEARCH UK LTD founded?
PRAGMATIC DATA RESEARCH UK LTD was founded in 2021. It employs 1 to 10 people.
Where is PRAGMATIC DATA RESEARCH UK LTD based?
PRAGMATIC DATA RESEARCH UK LTD is headquartered in Kington, United Kingdom, in the Europe region.
How does PRAGMATIC DATA RESEARCH UK LTD make money?
Four revenue lines are on record. Pragmatic Consulting is the primary driver. The others are pragmatic Education, content Packs Subscription and open Source Community.
Who are PRAGMATIC DATA RESEARCH UK LTD's main competitors?
TopQuadrant is listed as an emerging player. Direct peers are data.world, Alation, Solidatus and Atlan. Broad incumbents are Informatica, Collibra, IBM (Data Governance / watsonx) and Talend (Qlik). Databricks (Unity Catalog) is listed as an others.
Does PRAGMATIC DATA RESEARCH UK LTD have an API?
Yes. PDR offers Pyegeria, a Python client library (SDK) providing programmatic access to Egeria's Open Metadata Access Services (OMAS). The Python interface layer exposes over 41 Egeria view services and enables developers to automate, script, and integrate Egeria's metadata management capabilities. Additionally, Egeria supports REST APIs across its services, and the platform has MCP (Model Context Protocol) server support for AI agent integration — currently used in PDR's own R&D and AI application development. Developer documentation is at egeria-project.org.
What industry is PRAGMATIC DATA RESEARCH UK LTD in?
PRAGMATIC DATA RESEARCH UK LTD's product category is Data Governance Consulting. Its primary akta.pro industry code is BPAHAEAF, Data, Analytics & AI Consulting, with a secondary code of BPAHALAE, Industry & Sector Research (Syndicated/Custom). Its NAICS code is 54169 and its SIC code is 8742.