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Case Studies and Clients
At Semantic Arts, we guide enterprises on their journey to becoming data-centric organizations. Our transformation pathway is a collaborative process, delivering value with each project. Working alongside your existing team, our consultants create simple models, integrate data into knowledge graphs, and empower you to exploit data as a strategic resource. Browse our client case studies to discover how we’ve helped businesses like yours achieve data-driven success.
Case Studies
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Amgen, Data-Centric Architecture: [LINK]
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Broadrigde, Legacy Understanding: [LINK]
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Chemicals Company, Ontology Development: [LINK]
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Chemical Manufacturer, Faceted Taxonomies: [LINK]
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Colorado Child Support Enforcement, SOA Architecture: [LINK]
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Dun & Bradstreet, Identity Resolution: [LINK]
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Harvard Pilgrim, Canonical Modeling: [LINK]
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International Monetary Fund, Internal Knowldege Portal: [LINK]
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Investment Bank, Data Meaning: [LINK]
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Investment Bank, Operational Risk: [LINK]
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Investment Bank, Risk and Controls: [LINK]
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Investment Bank, Resolution Planning: [LINK]
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Investment Bank, Economic Architecture: [LINK]
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Investment Bank, Compliance and Team Conduct: [LINK]
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Investment Bank, Records and Retention Management: [LINK]
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LexiNexis, Enterprise Ontology: [LINK]
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Major Credit Card Processor, Integrated Customer View: [LINK]
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Management Consulting, Enterprise Search: [LINK]
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Management Consulting, Privacy: [LINK]
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Morgan Stanley, Data-Centric Journey: [LINK]
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Proctor & Gamble, Enterprise Ontology: [LINK]
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Sallie Mae, SOA Messages: [LINK]
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Sallie Mae, Enterprise Ontology: [LINK]
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Schneider Electric, Product Catalog: [LINK]
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Sentara Healthcare, Enterprise Ontology: [LINK]
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SP Global, Commodity Insights: [LINK]
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SP Platts, Data Aggregation: [LINK]
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SP Platts, Identity Resolution: [LINK]
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Teacher Retirement System, Enterprise Architecture: [LINK]
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Verizon, Privacy Compliance: [LINK]
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Washington State, SOA Design: [LINK]
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Washington State, SOA Ontology: [LINK]
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Washington State, Secretary of State: [LINK]
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Washington State, Entity Identification: [LINK]
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Washington State, Enterprise Ontology: [LINK]
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Washington State: Department of Labor, Security: [LINK]
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Washington State: Department of Labor, Long Range Plan: [LINK]
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Washington State: Department of Labor, Web Services: [LINK]
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Washington State: Department of Labor, Enterprise Referral: [LINK]
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World Minerals, ERP Feasibility: [LINK]
Clients & Projects
Arbonne
Designed a structured approach to keep track of the complex sharing arrangements among upstream and downstream sellers
Carlei Green Vineyards
Built a distribution system based on an enterprise ontology for this wine importer and distributor
Procter and Gamble
Harmonized the language across multiple domains via the development of an enterprise ontology to support initiatives in research and development
Data Publishing  [12]
Center for Internet Security
Designed cyber security ontology and are migrating their controls, benchmarks and safeguards to the model
Dun & Bradstreet
Built a faceted metadata mapping system to allow them to map data sets and APIs across product lines
Equifax
Strategic advisory on the use of semantics after one of the largest data breaches in history
Euromonitor
Architectural design to unify detailed product and pricing taxonomies
Industry Building Blocks LLC
Designed the ontology and built a knowledge graph of of over 24,000 industries to enable analysis for M&A, joint venture exploration, brand strategy, segmentation and targeted marketing
LexisNexis
Built an enterprise ontology from existing logical models into a single ontology for integrating case law with other statutory product lines
McGraw Hill-Platts
Designed an ontology and loaded supporting metadata to harmonize commodity symbology in support of complex analytics and trading arbitrage
Moody’s Corporation
Customized training on semantics and knowledge graph
Reed Buisness Inc
Customized training on semantics and knowledge graph
S&P Global Commodity Insights
Built a knowledge graph of information about specific combinations of commodity grade, location, terms, etc. that affect the pricing of commodities
S&P Global Platts
Customized training on semantics and knowledge graph
Wolters Kluwer
Built an ontology of their corporate tax and accounting solutions area
Extractive  [1]
Chevron
Strategic advisory on ontology and knowledge graph related to semantic reconciliation of enterprise metadata and information exchange across repositories
Financial Services  [11]
Broadridge
Unified and integrated three back-office processing engines as part of a major data fabric initiative
Capital One
Strategic advisory to help stand up their ontology practice for the 360-degree client service initiative
Citi
Strategic advisory and training on how to design and build ontologies
Credit Suisse
Strategic advisory and training on how to design and build ontologies
Federal Reserve Bank NY
Strategic advisory on the integration of structured and unstructured data
Freddie Mac
Created an ontology of the mortgage industry and helped them reconcile enterprise architecture initiatives that had drifted apart
Goldman Sachs
Delivered a series of projects on their financial inventory taxonomy, risk ontology and resolution planning system
JP Morgan
Strategic advisory and training workshop for their Bournemouth group
Morgan Stanley
Multiple projects supporting their adoption of RDF graph and semantic knowledge base to answer domain-specific questions, formulate classification recommendations and deliver quality search to their internal users
Sallie Mae
Built an enterprise ontology for loans to facilitate a single view of their customers loan portfolio
Wells Fargo
Customized training on semantics and knowledge graph
Government  [14]
Central Intelligence Agency
Strategic advisory on the application of semantic capabilities to support the Agency’s mission
Colorado Child Support Enforcement
A series of projects to help them understand their future architecture including how to simplify implementation using a common semantic model
International Atomic Energy Agency
Strategic advisory services and workshops on the application of semantics to detect unauthorized use of radioactive material
Joint Planning and Development Office (JPOD) & Alion Science and Technology
Strategic advisory on a joint project including the FAA, NASA, Department of Transportation and the Airforce
MIMOS Malaysia
MIMOS Malaysia – we conducted training and led strategic planning on the adoption of semantics for this strategic R&D arm of the Malaysian government
Mississippi Department of Transportation
Mississippi Department of Transportation – we provided strategic advisory services on information systems architecture
Swiss Chancellery
Customized training on semantics and knowledge graph
Texas Teacher Retirement System
Designed an enterprise architecture to help keep track of the pension funds of both active and retired teachers
US National Agricultural Library
Customized training on semantics and knowledge graph
US Navy
Strategic advisory on the development of their enterprise cost management framework
Washington Department of Labor and Industries
Strategic advisory and long-range systems architecture for continuity planning and technology risk mediation
Washington Secretary of State
Feasibility, requirements analysis and design of a system designed to replace their existing registration systems
Washington State Department of Transportation
Designed an ontology of transportation and Service Oriented Architecture for SOA messaging
Washington State Employment and Security Division
Built an ontology and helped them implement a modular strategy for data integration designed to reconcile the content from multiple proprietary systems
Washington State Office of Financial Management
Strategic advisory on how to reduce the complexity of their financial activity records management
Healthcare Delivery  [4]
MD Anderson Cancer Center
Built an ontology for covid and cancer comorbidity as part of their knowledge base for precision oncology
Mount Sinai
Assisted the hospital system with conforming data sets to their clinical ontology
Providence Healthcare
Strategic advisory and analytics training for their semantic technology group
Sentara Healthcare
Developed an integrated ontology for secure healthcare delivery focused on asthmatic hospital admissions and external data sources
Insurance  [2]
Harvard Pilgrim Health Care
Strategic advisory assessment of their existing enterprise data model and plan on how to leverage the EDM to create messages for their service oriented architecture
Nationwide Insurance
Built an ontology of the insurance industry and then conformed several data sets to it to answer domain-specific questions
Manufacturing  [7]
Dupont
Strategic advisory to help them understand how to apply semantic capabilities and knowledge graph to their internal processes
International Surface Preparation Corporation
Perfomed a risk assessment and strategic plan on the integration of legacy systems
Juniper Networks
Designed an enterprise ontology and conformed several data streams (software defects, product configurations, sales data) to trace clients impacted by newly discovered software flaws
Koch Industries
Strategic advisory to their Data-Centric Counsel
Schneider Electric
Built an enterprise ontology to support the complexity of their product catalog including all physical and electrical characteristics, product compatibility and conformance to standards
ThermoFisher
Strategic advisory on the design of their data catalog
Xylem Design
Strategic advisory on integrating their various accounting systems
Media  [2]
APM Music
Created a taxonomy of music genres to enable clients find music tracks in context
Disney
Designed a digital asset management system to unite various digital properties and support cross-division marketing
Non Profit  [3]
EDM Council
Led the design of the loans and mortgages portion of the Financial Industry Business Ontology (FIBO
Institute for Advertising and Media Statistics
Strategic advisory on semantic capabilities for IRM
International Monetary Fund
Constructed an enterprise ontology and internal knowledge graph covering the core business of the IMF for integrating both structured and unstructured data
Pharmaceutical  [7]
Amgen
Implemented ontology modeling and knowledge engineering projects designed to develop a common language for drug discovery, biologics production, animal studies and research for product development
AstraZeneca
Strategic advisory on ontology and knowledge graphs for their research and development group
Bayer
Strategic advisory and training on semantics and knowledge graph
Eli Lily
Strategic advisory on how semantics can be used as the basis for a Service Oriented Architecture
European Bioinformatics
Strategic advisory on knowledge management for a consortia of pharmaceutical companies
Johnson & Johnson
Strategic advisory and training on how to design and build business ontologies
Novartis
Customized training on semantics and knowledge graph
Religion  [2]
Church of Jesus Christ of Latter-Day Saints
Strategic advisory on the use of semantic capabilities for genealogy record keeping
Treasury of Lives
Built an ontology for their online encyclopedia of Tibetan and Buddhist teachings
Professional Services  [5]
Institute for Defense Analyses
Designed their enterprise ontology to support data integration between their existing systems
McKinsey
Strategic advisory and customized training on the practical implications of semantics and knowledge graph
PwC
Developed and built an ontology of proposals, projects, key people and areas of consultant proficiency to support business development and the assignment of talent
Woods Hole Oceanographic Institute
A series of advisory projects to facilitate data integration
YogaHoly-Days
Designed an ontology for destination yoga
Software  [13]
BeInformed
Strategic advisory on the redesign of their work flow management system in the material and safety data area
Cerebra
Strategic advisory and training curriculum for their server based semantic engine
Commerce One
Strategic advisory and training curriculum for this eCommerce firm
discourse.ai
Built an ontology of conversations to help clients respond to changes in their environment
Electronic Arts
Several projects to help the marketing department design and build ontologies and taxonomies of electronic games
Fiserv
Strategic advisory on the use of long duration business transactions (and model driven development) in the design of their systems
Global IDs
Strategic advisory on data profiling and identity resolution
Omatic Software
Designed the ontology for HVAC and plumbing resellers and conformed their product catalog data for project management and budget control
Payzer
Designed the ontology for HVAC and plumbing resellers and conformed their product catalog data for project management and budget control
RevenueBase
Strategic advisory on tools and platforms for taxonomy management
Siemens Digital
Helped design a new model to subsume data from many of their most complex products to facilitate semantic enterprise search
Stone River
Domain modeling, architectural planning and training to teach their enterprise architects RDF and OWL
Visual Meaning
Developed an ontology and visualization tool of “Highways England” to help users understand their data and to facilitate integration with other sources
Telecom  [2]
PCCW Global Telecom Network
Managed the transformation from multiple data silos into a single knowledge graph to enhance customer service and optimize their capital investments
Verizon
Built a knowledge graph as a single source of privacy metadata to ensure compliance with regulatory requirements
Transportation   [1]
Sabre
Customized training on semantics and knowledge graph
