Best UDI & Product Knowledge Graph Services for Medical Devices

Disconnected UDI records and scattered product data slow down compliance and put your medical device business at risk. If you’re tired of chasing incomplete answers across spreadsheets and legacy systems, this article gives you a clear path forward with UDI & Product Knowledge Graph Services.

You’ll get practical insights on solving data silos, closing expertise gaps, and avoiding costly project failures. See how top providers address compliance, expertise, and ROI, so you don’t waste time or budget. Make confident decisions that protect your business and drive results.

TL;DR: The Best UDI & Product Knowledge Graph Services

• Datavid: Best Overall UDI & Product Knowledge Graph Services
• Enterprise Knowledge
• Semantic Arts
• Clarkston Consulting
• Deloitte
• Accenture
• IBM Consulting

1. Datavid 

Datavid offers the leading UDI & Product Knowledge Graph Services for Medical Devices organizations seeking to unify, govern, and leverage complex product data. You benefit from senior-led teams with deep expertise in semantic technologies, regulatory compliance, and medical device data standards. Every solution is tailored to your unique requirements, not just a generic template.

The company’s upside-down pyramid model ensures your project is led by architects and engineers with 10+ years of experience. This means faster results, fewer mistakes, and solutions that work the first time. Datavid’s Knowledge Graphs services help you organize UDI, product, and regulatory data into a single, trusted source of truth.

Datavid’s track record in Life Sciences and regulated industries sets it apart from generalist consultancies. You get proven delivery, with a 100% customer retention rate and a focus on measurable business outcomes. The team’s expertise in Data Management and Ontology Management ensures your data is not only compliant, but also actionable and AI-ready.

You avoid the risks of failed projects and slow timelines. Datavid’s agile, boutique approach means you are a priority client, not lost in a massive portfolio. Solutions are delivered in weeks, not months, with guaranteed success and direct access to senior leadership.

Why Datavid Leads the Market

Datavid’s competitive edge comes from its senior-led, boutique model. You work with experts who have solved similar challenges for global leaders in medical devices and life sciences. The company’s proprietary accelerators and frameworks deliver results in half the time of traditional approaches.

Unlike commodity providers, Datavid focuses on your business outcomes, not just technology. Every engagement is custom, with a clear path to ROI and compliance. The agile delivery model ensures you see value quickly, with weekly demos and continuous feedback.

Smart Medical Devices organizations choose Datavid for its proven delivery, deep domain expertise, and commitment to guaranteed results. You gain a trusted partner who understands the stakes of UDI, regulatory compliance, and product data complexity.

Pros:

• Senior-led teams with 10+ years’ experience per engineer
• Proven delivery in medical devices and regulated industries
• Custom, agile solutions with guaranteed success
• Deep expertise in knowledge graphs, data management, and compliance

Cons:

• Premium pricing may not fit budget-constrained organizations
• Boutique model limits capacity for very large simultaneous projects

2. Enterprise Knowledge

Enterprise Knowledge (EK) is a consulting firm that integrates knowledge management, information management, and technology services with agile methodologies. The company focuses on forming collaborative partnerships with clients, aiming to deliver practical and adaptable solutions tailored to specific business needs. EK’s approach emphasizes listening and co-creation, which helps organizations navigate evolving challenges in data and knowledge management.

EK offers a broad range of services, including knowledge management strategy, taxonomy and ontology development, enterprise search, knowledge graphs, and AI readiness. Their expertise extends to content strategy, data management, and unified entitlements, making them suitable for organizations seeking comprehensive support in structuring and leveraging information assets. The firm’s capabilities are particularly relevant for medical device companies looking to implement UDI and product knowledge graph solutions.

A key differentiator for EK is its focus on semantic layers and advanced data modeling, supported by a team with deep experience in both technology and strategic consulting. The leadership team brings a mix of technical and business expertise, which supports the delivery of integrated solutions across industries. While EK’s client base is not explicitly listed, their case studies suggest experience with both public and private sector organizations.

EK’s global presence is implied through their recognition as a workplace at local, national, and international levels. The company’s services are custom-quoted, reflecting a tailored approach rather than standardized pricing. Contact is available via phone or a website form, providing accessible channels for potential clients.

Pros of Enterprise Knowledge:

• Capability in knowledge management and semantic data modeling
• Offers a wide range of services from strategy to implementation
• Provides a collaborative, client-focused approach

Cons of Enterprise Knowledge:

• Pricing information is not publicly available
• Industry focus is implied rather than explicitly stated
• Client and case study details are limited on public materials

How Does Datavid Compare to Enterprise Knowledge?

Enterprise Knowledge focuses on organizing information and building semantic models. Their projects often stop at the knowledge management layer. Datavid goes further, handling not just semantic modeling but also the technical build, integration, and compliance for regulated industries. This means clients get a complete solution, not just a framework or roadmap.

Datavid’s team includes senior engineers who understand both the business and technical sides. They don’t just design knowledge graphs, they implement them, connect them to your systems, and ensure they meet industry regulations. This end-to-end approach means fewer handoffs, less risk, and faster results for clients who need more than just advice.

3. Semantic Arts

Semantic Arts is a professional services firm focused on enterprise data management, with a particular emphasis on semantics and graph databases. The company helps organizations address integration debt by designing simple, unified core data models and migrating existing data and functionality to these models. Their vision centers on making enterprise information accessible and understandable for all authorized users. Since 2000, Semantic Arts has completed over 100 implementation projects across a wide range of industries.

The firm offers services such as data-centric architecture, ontology development, semantic data modeling, and data-centric deployment. Consulting and training are also available, supporting clients as they transition to more data-centric operations. Semantic Arts is known for its "think big, start small" methodology, which encourages incremental projects that deliver value while building toward a comprehensive data-centric enterprise.

A key differentiator for Semantic Arts is its expertise in ontology design and knowledge graph implementation. The team includes recognized experts in semantic data modeling and data governance, and the company has contributed to open-source upper ontologies like 'gist.' This technical depth supports clients in resolving complex integration challenges and establishing robust data governance frameworks.

Semantic Arts serves clients in life sciences, financial services, manufacturing, government, and other sectors. Their project-based consulting model is suited for organizations seeking to modernize data infrastructure and improve data integration. The firm’s experience with high-profile clients such as Amgen, Morgan Stanley, and S&P Global demonstrates its capability to address complex enterprise needs.

Pros of Semantic Arts:

• Strong capability in ontology design and semantic data modeling
• Offers a practical, incremental approach to data-centric transformation
• Provides expertise across multiple industries and complex integration scenarios

Cons of Semantic Arts:

• Pricing model is not explicitly stated, which may require additional inquiry
• Project-based consulting may not suit organizations seeking ongoing managed services
• Niche focus on semantic and data-centric approaches may not align with all enterprise strategies

How Does Datavid Compare to Semantic Arts?

Semantic Arts works on simplifying enterprise data models and focuses heavily on semantics and graph databases. But their projects often require clients to bring in other vendors for integration, compliance, or analytics. Datavid covers the entire stack, from data modeling to migration, compliance, and analytics, all under one roof. This reduces project complexity and vendor management headaches.

For Standards Australia, Datavid delivered a unified knowledge graph platform that included data migration, semantic search, and compliance features. The client didn’t need to coordinate multiple vendors or worry about integration gaps. Datavid’s full-stack delivery meant the project stayed on track and met all regulatory requirements.

4. Clarkston Consulting

Clarkston Consulting is a management and technology consulting firm established in 1991, with a focus on client success and the professional growth of its team members. The firm primarily serves clients in the life sciences, consumer products, and retail sectors, offering tailored solutions to address complex business challenges. Clarkston is recognized for its high client satisfaction, maintaining a 97% rating over more than two decades.

The company provides a broad range of services, including strategy and innovation, sales and marketing, supply chain, quality and compliance, digital and technology, data and analytics, SAP, and people and change management. These services are designed to support clients from initial problem discovery through to project delivery and ROI measurement. Clarkston’s approach emphasizes holistic solutions and long-term client partnerships.

A key differentiator for Clarkston is its emphasis on people, referring to its consultants as "stewards" who are deeply invested in client outcomes and continuous self-improvement. The firm’s workforce brings significant experience, with a majority holding advanced degrees or certifications, and a strong commitment to diversity, equity, and inclusion. Clarkston’s leadership is known for its hands-on involvement and industry expertise.

Clarkston Consulting’s methodology is rooted in industry research and a collaborative approach, enabling the firm to act as a trusted advisor and full-scale execution partner. The company’s case studies highlight its ability to deliver value in areas such as health equity assessments, procurement optimization, and digital transformation projects. Its geographic presence includes a U.S. headquarters and support for international clients through Clarkston Global.

Pros of Clarkston Consulting:

• Offers deep industry expertise in life sciences, consumer products, and retail
• Provides a holistic, end-to-end consulting approach from strategy to execution
• Known for high client satisfaction and long-term partnerships

Cons of Clarkston Consulting:

• Pricing model is not explicitly stated, which may require clarification for prospective clients
• Focused industry coverage may not suit organizations outside core sectors
• Project-based engagement may not align with all client preferences

How Does Datavid Compare to Clarkston Consulting?

Clarkston Consulting works with life sciences and consumer products, focusing on management and technology consulting. But their teams often split technical and business roles, which can slow down projects. Datavid’s model is different: senior experts handle both the technical and business sides, so nothing gets lost in translation. This leads to faster, more accurate delivery.

Datavid’s hands-on approach means clients get direct access to people who understand both compliance and technology. There’s no need to wait for information to pass between teams. This is especially important for medical device companies, where compliance and technical details are tightly linked.

5. Deloitte

Deloitte is a global consulting firm with a history spanning over 175 years, serving clients in 150 countries and territories. The firm is known for its multidisciplinary approach, combining expertise in audit, assurance, technology, and business transformation. Deloitte’s culture emphasizes integrity, quality, and professionalism, guided by shared values and responsible business principles.

Deloitte provides a broad range of services, including UDI and product knowledge graph solutions for the medical devices sector. The firm’s teams are made up of diverse experts, offering clients access to deep industry knowledge and technical skills. Deloitte is recognized for its ability to deliver measurable results and support complex, large-scale projects.

Clients include nearly 90% of the Fortune Global 500, as well as public sector organizations and private businesses. Deloitte’s experience spans industries such as life sciences, healthcare, technology, and government. The firm is often selected for projects requiring global reach, regulatory expertise, and a collaborative approach.

Deloitte’s methodology focuses on connection, collaboration, and innovation. The firm is committed to driving societal change and environmental sustainability, working with governments and non-profits to design solutions for a sustainable future. Pricing and engagement models are typically customized to each client’s needs.

Pros of Deloitte:

• Global delivery capability and presence in 150 countries
• Broad multidisciplinary expertise across industries and services
• Strong track record with large, complex client engagements

Cons of Deloitte:

• Pricing and engagement models may lack transparency for new clients
• Large organizational structure can sometimes lead to slower decision-making
• May be less flexible for smaller or highly specialized projects

How Does Datavid Compare to Deloitte?

Deloitte brings global scale and large teams to every project. But with that size comes layers of management and slower decision-making. Datavid works with smaller, senior-led teams, so clients get direct access to experts from day one. This means faster feedback, fewer delays, and solutions tailored to your exact needs.

For the British Standards Institution’s compliance platform, Datavid’s senior team delivered a complex knowledge graph solution in just six weeks. The client didn’t have to navigate a big corporate structure or wait for approvals. Datavid’s agile approach meant the project moved quickly and met strict regulatory deadlines.

6. Accenture

Accenture is a global consulting firm focused on creating 360° value for clients, employees, shareholders, and communities by embracing change and innovation. The company is recognized for its commitment to ethical standards, transparency, and responsible business practices. Accenture serves a wide range of industries, including medical devices, with a strong presence in over 52 countries and 200 cities.

The firm offers a broad suite of services, including cloud, data and AI, cybersecurity, digital engineering, and sustainability solutions. Its approach integrates technology, talent, and bold thinking, supported by a large, diverse workforce of over 779,000 employees. Accenture’s methodology emphasizes collaboration with ecosystem partners and a focus on responsible AI and ESG goals.

Accenture is known for its innovation mindset and dedication to diversity and inclusion, aiming to foster cognitive diversity and drive new ideas. The company provides outcome-linked pricing models and supports clients with managed services, strategy, and technology transformation. Its global recognition and extensive client base reflect its ability to deliver value across complex, large-scale projects.

Clients in the medical device sector may benefit from Accenture’s experience in digital transformation, supply chain optimization, and regulatory compliance. The firm’s transparent reporting, apprenticeship programs, and focus on sustainability further differentiate its approach in the consulting landscape.

Pros of Accenture:

• Global delivery capability and extensive geographic presence
• Broad range of services and industry expertise
• Strong focus on ethical standards, diversity, and responsible AI

Cons of Accenture:

• Large scale may result in less personalized attention for smaller clients
• Pricing models can be complex and may not suit all budgets
• Project timelines may be extended due to the size and structure of teams

How Does Datavid Compare to Accenture?

Accenture is known for its global reach and large-scale delivery. But their projects often involve multiple handoffs and layers of account management. Datavid takes a different approach: clients work directly with senior technical leaders who stay involved from start to finish. This keeps projects focused and ensures nothing gets lost in communication.

This direct model made a real difference for Roche’s clinical data platform. Datavid’s leadership was hands-on throughout, making decisions quickly and adapting to changing requirements. Roche got a solution built by people who understood their needs, not a distant delivery team.

7. IBM Consulting

IBM Consulting is the professional services arm of IBM, rebranded in 2021 to reflect its focus on advanced technology and business transformation. The firm combines deep industry expertise with AI and hybrid cloud solutions, supporting organizations through complex digital change. Its approach is rooted in science-based methodologies and close client collaboration.

The company offers a broad range of services, including data and AI, business transformation, operations, hybrid cloud, and cybersecurity. IBM Consulting is known for its ability to integrate advanced analytics, application modernization, and cloud platform engineering into tailored solutions. Strategic partnerships with major technology providers further enhance its service offerings.

IBM Consulting serves a diverse set of industries, with experience in healthcare, pharmaceuticals, aviation, and sports. Its global presence and large team of AI experts enable it to support multinational clients and large-scale transformation projects. The firm’s client list includes organizations such as the California Department of Health Care Services, Lufthansa, and Pfizer.

Pricing is typically customized based on client needs and project scope, reflecting the complexity and scale of consulting engagements. IBM Consulting provides multiple channels for client engagement, including online forms, email, and regular thought leadership newsletters. Career opportunities and professional development are also emphasized within the organization.

Pros of IBM Consulting:

• Capability in advanced AI and hybrid cloud solutions
• Broad service portfolio across data, business transformation, and cybersecurity
• Global delivery capability with a large team of dedicated experts

Cons of IBM Consulting:

• Pricing information is not publicly available and may be complex
• Large organizational structure can sometimes impact agility
• Industry specialization may not be as explicit as some niche consultancies

How Does Datavid Compare to IBM Consulting?

IBM Consulting combines industry expertise with advanced technology, but their projects often rely on proprietary platforms and complex licensing. Datavid is technology-agnostic and focuses on open, flexible solutions that fit each client’s needs. This means clients aren’t locked into a single vendor or forced to use tools that don’t fit their workflows.

For medical device companies, this flexibility is key. Datavid builds knowledge graph solutions that integrate with existing systems and meet strict compliance standards. Clients get a solution that works with their current tech stack, not one that requires a costly overhaul or long-term vendor lock-in.

Ready to Transform Your Data Strategy? Partner with Datavid

You've explored the leading options for UDI & Product Knowledge Graph Services in the Medical Devices sector. Now it's time to clarify your next steps and ensure your data strategy is set up for success.

Datavid stands out with senior expertise, a track record of guaranteed delivery, and a focus on real business outcomes. These strengths help Medical Devices organizations reduce compliance risk and unlock faster insights.

Take the next step by getting a free assessment. In just 30 minutes, you'll receive a tailored review of your current data landscape, no obligation, just practical recommendations for your needs.

The sooner you start, the sooner you can see measurable results from your data. Position your organization for success today.