DFRNT

We provide a data product builder for logical twins, digital twins with a datalog logic layer. The platform includes a complete data modelling and logic authoring environment for schema, data, and logic, and the data products include similar properties as a software code repository, but for data: version history, branching (workspaces), clone, push and pull, and local instances.

We help customers and partners collect, connect and collaborate on knowledge dots (in graphs) to bring direction, structure and positive intentional change to changemaker initiatives on a global scale 🌍  

DFRNT is a SaaS, Software as a Service, to support the intersection of Resilience Engineering, Human Behaviour Change and Strategy Execution. It enables sensemaking in initiatives characterized by complexity and ambiguity. 

It helps capture emergent knowledge, visualize knowledge dots and dependencies, manage direction as opposed to tasks and activities, and decompose, learn and iterate on hypotheses and strategies in impact journeys. 

Our data product builder for portable logical twins is hosted at https://dfrnt.com. It helps you build knowledge graphs as portable data products so you can perform deductive (accurate reasoning) AI logic using logical metadata.

Founder

Twinfox.ai

Modern organisations are painfully limited by rigid structures of tabular data in a complex world.

The Twinfox Platform is a model-based information processing platform, that not only enables powerful query and update capabilities but also empowers customer to drive their competitive edge.

With its easy integration and intuitive interface, the Twinfox platform by DFRNT revolutionises business information management and helps customers adapt quickly to evolving market needs.

In short, what we do is to make it easy to build cutting edge information-centric solutions that drive a competitive advantage; by moving from tabular data to graphs of business information objects that are bound to an adjustable, controlled and flexible information model.

Platform designer and co-founder

ChangeAbility AB

We're a consultancy and think tank, with close mutual ties with DFRNT®, that helps customers and partners bring direction, structure and the ability to change in large initiatives and organisations. 

We provide consulting services in the intersection between Resilience Engineering, Human Behaviour Change and Strategy Execution. Enterprise clients hire us to build prerequisites for change into the organisation through organisational and enterprise architecture towards resilience.

We mostly deliver initiatives together with changemakers who are part of enterprises with more than 10000 employees. Examples of deliveries we've completed successfully spans adoption of new ways of working in a sales and marketing department, cross-domain secure software engineering capabilities, adoption of new ways of working with expense reporting, resilience engineering for secure IIoT and procurement capability enhancement and associated project preparations.

Managing Director / Co-founder

Stickybit AB

Senior Consultant and Digital Advisor

AIDITTO

Co-Founder

Ortelius

We provide Digital Twins of Organisations. What happens to you when competitors get a corporate brain before you do? We help you stay ahead!

More specifically, we help customers unleach the amazing power and insights from connected, structured and organized knowledge assets, with the inorigo product by Ortelius.

We help you with strategic execution by making significantly better use of the corporate knowledge assets that you, your peers and your systems have and connect meaningfully. We work with the next generation knowledge technology, the corporate brain.

Forefront Consulting

I support clients in their digitalization journeys. I help improve stakeholder experiences, for our clients' customers, internal users and partners, working on both teamwork and technogy.

Sony Mobile Communications

From 2009 until 2013, Solution Manager for business process integrations with B2B speciality, following the Corporate IT delivery process in global multisite project deliveries with an outsourced delivery model. Primary areas of focus were global customer process integrations (shipment, order, invoicing, planning) and R&D internal systems integrations. Main backend systems were SAP systems, the product database and the PLM system.
As of 2013, Solution Manager for Customer Services systems in the Knowledge Management and Repair Management areas.

Solution Manager Integration and Customer Services

Connecta AB

Consultant working with challenging assignments in business and IT contexts with technical project management, global project delivery, systems architecture and integration, business analyst roles.

IT and Management Consultant

Consultant within the areas of project and solution management for Sony Ericsson and service delivery for UNIX and Linux based systems. Philippe was involved in developing the web user interface for the Stickybit Licensetracker Software Asset Management (SAM) product.

Senior IT Consultant

I help clients and customers improve the digital business capabilities of their organisations. Recent engagements includes Solution Architecture for Customer Engagement Platforms, OT Application Security, Customer Service Knowledge Management, Procurement/Sourcing to Pay and Supply Chain Integration capability uplifts, always in collaboration with passionate industry leaders. 

Digital architect at heart, combining human behaviour change with detailed technical knowhow on how to ensure adequate digital transformations.

Current focus areas: Online Customer-facing Digital Systems, OT/IIoT AppSec Cybersecurity (IEC 62443 4.x), Compliance Crosswalks Data Modelling, Quantitative Risk Assessments, Secure Software Development practices, Business Capability Framework Research and Authoring for clients, Application Security, Zero Trust, Threat Modelling, Organisational Change, and Specifying Structured Digital Information.

Management oriented with a positive can-do attitude, an outgoing energetic personality and with demonstrated proficiency working in global organizations with local, outsourced and distributed teams. Extensive experience from managing implementation projects, software development and IT operations.

Specialties: Solution + Enterprise Architecture, OT Security, Cybersecurity, Resilience Engineering, Knowledge Management, Project Management, IT architecture, system scalability, solution design, technical project management, supply chain process integration, business analysis, enterprise application integration (EAI), B2B process integration, software development and the modern tech stack.

Philippe Höij

🎯
Open to customer-facing roles with companies in the semantic technology industry as well as internal senior program management roles at scaleups and enterprises that could benefit from my deep background in cross-disciplinary collaboration, content strategy, information architecture, and knowledge modeling. 

Summary:
Versatile, high-impact tech-industry leader with 25 years of experience in digital strategy, information and content architecture, and conceptual modeling for data, content, and knowledge, as well as well-developed skills in community building, practice democratization, tech evangelism, and program management.

🚀 mission:  
• create and manage impactful cross-disciplinary programs
• democratize and advance knowledge, content, and semantic practices  
• connect professionals across practices and crafts
• convene conversations, organize gatherings, and build professional community 

★ full-stack digital professional:  
• digital architecture (for products, platforms, and systems)
• content architecture (for single-channel and omnichannel content)
• domain modeling (for business)
• semantic modeling (for knowledge, data, and content)
• knowledge graph education
• ontology design
• metadata strategy
• content strategy
• media strategy
• content modeling
• content design
• content marketing
• SEO/AIO/GEO/AEO
• systems design
• content management systems (CMS)
• content operations management
• design system content
• service design
• program management

🎙️ podcast host and producer:  
• Knowledge Graph Insights (2024-present)  
• Content Strategy Insights (2017-2025)  
• Content + AI (2023-2024)

🤓 professional and community event organizer:  
• Heidelberg Philosophical Society meetup  
• Heidelberg Knowledge Graph and AI meetup  
• Dataworthy Collective weekly think tank gathering  
• Kinetic Council industry association formation group  
• Future of Content meetup (Amsterdam and virtual)  
• Decoupled Days annual developer conference  
• Connected Data London annual conference  
• Semantic Web for the Working Ontologist weekly discussion group  
• Knowledge Graph Conference track chair 
• World IA Day annual gathering  
• Content Strategy Seattle monthly meetup  
• WordPress open-source project events and community  
• Ignite Seattle community talk series  
• TEDxSeattle curated talk series

Larry Swanson

#OpenToWork

The dream job that I accepted last spring has sadly come to an end due to a re-org, so I'm available as soon as late February.

I'm seeking a customer-facing role with a knowledge graph company that would benefit from my extensive community building and customer education experience in the KG and content professions (based in the EU or permitting remote work here).

I'm really excited for 2026. Whether it turns out to be the year of the knowledge graph, of ontologies, of neuro-symbolic AI, of context engineering, or of some other semantically driven advancement, I'm looking forward to helping you capitalize on this moment.

How I can help you:

𝗣𝗿𝗼𝗱𝘂𝗰𝘁, 𝗕𝗿𝗮𝗻𝗱, 𝗮𝗻𝗱 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗔𝗺𝗯𝗮𝘀𝘀𝗮𝗱𝗼𝗿𝘀𝗵𝗶𝗽
• project your authentic voice to the world through meaningful human connections and thought leadership content
• co-create "thought partnership" content with customers and industry allies
• represent your organization on standards bodies and industry working groups

𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗚𝗿𝗼𝘄𝘁𝗵 𝗮𝗻𝗱 𝗘𝘃𝗲𝗻𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁
• build and nurture authentic, deeply connected communities around digital practices and your tech products and services
• organize gatherings like conferences, meetups, and hackathons
• convene and moderate panel discussions for conferences, webinars, and meetups

𝗧𝗲𝗰𝗵 𝗘𝘃𝗮𝗻𝗴𝗲𝗹𝗶𝘀𝗺
• evangelize the benefits of knowledge graphs, ontologies, and semantic tech to executives, managers, practitioners, and subject matter experts
• produce and host podcast and video interview series
• present talks and workshops at industry and customer conferences

𝗣𝗿𝗼𝗴𝗿𝗮𝗺 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗮𝗻𝗱 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗢𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽
• develop and execute program and product strategy
• take ownership of programs, products, and services
• facilitate cross-disciplinary conversations and collaborations

𝗧𝗼 𝗹𝗲𝗮𝗿𝗻 𝗺𝗼𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗺𝗲 𝗮𝗻𝗱 𝗺𝘆 𝘄𝗼𝗿𝗸:
• Read the recommendations on my LinkedIn profile page
• Visit my website at larryswanson dot com
• Google my name and your favorite semantic-tech topic

📞 DMs here or an email to the address in my LinkedIn contact info are the best ways to reach me.

One last thing. I've really enjoyed my time at metaphacts and truly appreciate and admire everyone there, especially Irina Schmidt and my colleagues on her team: Ana Vasiliuk, Pauline Leoncio, and Tamara Beiler. Thanks for being such awesome collaborators.

👇 👇 👇 👇
I appreciate any re-shares, comments, or other activities that please the LinkedIn algorithms.
👆 👆 👆 👆

About the picture: I'm adopting the gar as my spirit animal for 2026 to remind everyone that Generative Augmented Retrieval (GAR) is an element worth considering in your hybrid AI architectures 🤓

illustration of a gar fish to illustrate the idea of Generative Augmented Retrieval (GAR), an AI architecture concept

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The Battle

Philippe Höij

Larry Swanson

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taplio

The Battle

Philippe Höij

Larry Swanson

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Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Larry Swanson's LinkedIn Performance

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