Contact
- email: larry at ellessmedia dot com
- +1 206-428-7623 (voice mail)
- residence: Heidelberg, Germany
Objective
Seeking an ecosystem leadership role helping a semantic technology vendor grow the partner, practitioner, and industry communities that sustain their markets.
Overview
Larry Swanson is a knowledge architect and community leader specializing in knowledge graphs, structured content systems, and hybrid AI architectures. With two-plus decades of experience spanning web entrepreneurship, enterprise products, semantic technology ecosystems, and practitioner community development, he brings director-level judgement, deep technical fluency, and a consistent track record of cross-functional alignment to complex initiatives.
Expertise
Strategic
- ecosystem development
- professional community building
- developer/practitioner relations
- practitioner enablement and practice democratization
- stakeholder alignment
- cross-functional program management
- product ownership and roadmap
Technical
- domain modeling
- ontology design
- hybrid AI architectures
- content architecture and modeling
- headless CMS design
- semantic web standards
Experience
metaphacts
Community Growth Manager, May 2025-January 2026
Built and ran a devrel-style community program that grew customer and industry engagement across the knowledge graph and enterprise AI space. Managed community growth program, launched Customer Advisory Board Slack workspace, owned Semantic Modeling Guidelines, wrote industry thought leadership content, hosted events, moderated panel discussions, and convened industry-wide community conversations.
Elless Media
Principal, 1998-2025
Operated results-focused information architecture and content strategy consultancy, organized communities for content, data, and semantics professionals, and produced independent media (podcasts, online publications, and workshops).
National Geographic Society (via Urbina Consulting)
Omnichannel Service Designer (freelance), May 2023-June 2024
Provided content modeling, customer journey mapping, metadata strategy, information architecture, and content-service design for enterprise client.
Expedia Group
Senior Content Architect (contract), March 2022-February 2023
Conducted enterprise content ecosystem mapping and enterprise-scale content modeling entailing extensive and intensive stakeholder alignment across multiple UX, content, product, and engineering teams. Ran product-content CMS discovery and design project. Collaborated with multiple teams contributing content design, UX writing, and information architecture for enterprise workflow-optimization platform.
Content Designer (contract), August 2021-February 2022
Managed multiple projects on information architecture, system design, and communication and governance strategy for design-system and content-design teams.
workz.com
Jack-of-All-Trades, April 1998-December 2000
Early product management and digital publishing roles at an ecommerce education startup, including product ownership of a contextual advertising system and a productized-service design agency.
Panel Moderation and Webinar Hosting
- The Evolving Role of Information Architecture panel moderator
Kinetic Coffee, July 8, 2026 - Dataworthy Collective Conference Wrap-Up panel moderator
The Knowledge Graph Conference, May 7, 2026 - From a Little Semantics to Just Enough Ontology AMA moderator
The Knowledge Graph Conference, April 23, 2026 - What GenAI Does Well – and When It Needs an Ecosystem webinar moderator
Digital Science, December 4, 2025 - Knowledge Graphs in 2025 panel moderator
Connected Data London, November 21, 2025 - Unified Content Strategy: Partnerships and Shared Purpose panel moderator
Button 2025, October 23, 2025 (selected as the best session at the conference and invited back for an encore)
- Hybrid AI and the Future of Semantic Research & Industry panel moderator
GRAPHIA and LUMEN Innovation Prototyping Lab, October 2, 2025 - AI & Knowledge Graphs in Action meetup host and panel moderator
Knowledge Graphs & AI Hub, July 1, 2025 - Leadership in AI: Beyond the Hype and Hesitation panel moderator
Growing in Content, August 23, 2024 - Universal CMS Developer panel moderator
Universal CMS Summit, August 5, 2024 - Universal CMS Marketer and Editor panel moderator
Universal CMS Summit, August 5, 2024 - Empowering Generative Search with Knowledge Graphs panel moderator
Knowledge Graph Conference, May 8, 2024 - Is Composable Just Another Fad? panel moderator
Decoupled Days, August 16, 2023 - The Impact of AI on Content Professions panel curator and moderator
Utterly Content, February 27, 2023 - Panel Discussion moderator
Decoupled Days, August 17-18, 2022 - Balancing Quantitative and Qualitative Perspectives in UX Strategy panel host
ConveyUX, March 5, 2020
Public Speaking and Event Hosting
- Top Ten Knowledge Graph Insights talk
ProductTank Heidelberg, May 27, 2026 - The History of the Semantic Web and the Future of Content talk
Content Strategy DC, May 20, 2026 - KGC Speakers AMA panelist
Knowledge Graph Conference, May 7 2026 - Semantic Tech Dismissal Syndrome lightning talk
The Knowledge Graph Conference, May 6, 2026 - SHACL for the Practitioner Book Launch emcee
Lotico, November 24, 2025 - Semantic Industry Advocacy Council conversation convener
Connected Data London, November 19, 2025 - Raise Your Standards: Smarter Industry Data with Semantics Powered AI meetup host
Knowledge Graphs & AI Hub, October 1, 2025 - Closing Panel invited guest
PKM Summit, March 15, 2025 - PKM Across the Semantic Spectrum talk
PKM Summit, March 15, 2025 (personal knowledge management conference) - Modeling
Design System Content presentation
Web Camp Venlo, February 15, 2025 - Ontological Thinking for Content Professionals presentation
Web Camp Venlo, February 15, 2025 - Ontological Thinking for UX Professionals meetup presentation
Design Reimagined Utrecht, November 20, 2024 - Ontological Thinking for Content Professionals webinar
Intelligent Content Academy, November 15, 2024 - Closing Panel Discussion: The Future of Content invited panelist
LavaCon, October 30, 2024 - Content Modelling for UX Practitioners talk
Amsterdam UX, September 4, 2024 - Content Modeling for Everyone talk
UX Camp Amsterdam, June 29, 2024 - Knowledge Graphs: A Very Quick Overview talk
UX Camp Amsterdam, June 29, 2024 - Content Modelling for Everyone workshop
Utterly Content, March 21, 2024 - Bridging LLMs and Knowledge Graphs for Reliable Knowledge Sharing talk
Convoclub, August 28, 2023 - Right-Sizing Modular Content Architectures talk
Decoupled Days, August 17, 2023 - Change and Content Practice talk
TCUK conference, September 27, 2022 - Content Modeling and IA talk
World IA Day Phoenix, March 5, 2022 - Modeling and Managing Product Content talk
Button, October 22, 2021 - Content Modeling: An Overview talk
Auckland NZ Content Strategy Meetup, May 20, 2021 - UX & Information Architecture: Two Concepts, Three Views talk
World Information Architecture Day Phoenix, February 26, 2021 - Content Modeling for UX Practitioners talk
UX Writer Conference, February 10, 2021 - Modelling Content Strategy keynote
Utterly Content, October 19, 2020
Academic Guest Lectures
- Fluent but Hollow: Why Nobody Fully Trusts AI guest lecture
Heidelberg University, April 28, 2026 - Introduction To Information Architecture guest lecture
University of Washington iSchool, November 30, 2022 - Content Strategy for Web Developers and Marketers lecture
Bow Valley College web design program, February 1, 2021 - A Conceptual Model of Content Strategy lecture
UW Storytelling & Content Strategy program, October 7, 2020 - A Day in the Life of a Content Strategist/Content Designer panelist
FH Joanneum Content Strategy program, May 21, 2020
Media Appearances and Mentions
- What is a PM in the Semantic Space? webinar guest
Ashleigh Faith’s IsADataThing, July 16, 2026 - When Fluency Lies: The Knowledge Problem at the Heart of AI podcast guest
Crazy Wisdom, June 15, 2026 - The Hidden Architecture: Why Your Startup Needs an Ontology podcast guest
Crazy Wisdom, February 9, 2026 - Content Strategists: Develop the Essential Skills for an AI-Driven Future LinkedIn Webinar guest
Discover CX, July 17, 2025 - Same Passion, New Labels: Finding Your Fit When the Industry Keeps Shifting LinkedIn webinar guest
Never Search Alone, July 11, 2025 - Rahel Anne Bailie’s Voices of AI Advent Calendar top voices in AI list
Technically Write IT, December 24, 2024 - 12 Days of Content extraordinary content professionals list
AvenueCX, December 23, 2024 - Strategic Content Work, Domain Models and a bit of RDF: A Dialogue With Larry Swanson
TeodoraPetkova.com, December 10, 2024 - Let’s RAG and Roll podcast interview guest
Vux, December 3, 2024 - Knowledge Graphs podcast interview guest
Writers of Silicon Valley, September 11, 2024 - Rethinking AI guest host/interviewer for three-part podcast series
OmnichannelX, 2024 - Leverage Omnichannel Content Design into Digital Marketing podcast interview guest
Kalicube, February 27, 2024 - AI Augmenting Capabilities of Content Architecture + Operations podcast interview guest
The AI Digest podcast, January 1, 2024 - Choreographing and Orchestrating Content webinar interview guest
Coffee and Content, November 30, 2023 - The Changing State of the Content Industry industry roundtable panelist
The Content Order, October 11, 2023 - Content Modelling in the Age of Headless CMS and AI podcast interview guest
OmnichannelX, September 8, 2023 - From Garbage to Gold: Navigating the World of Generative AI with Knowledge Graphs and LLMs interview guest
MarketMuse, August 24, 2023 - Composable Content Experiences: GUI Challenges interview guest
Headless Creator, July 21, 2023 - Consumptive or Generative AI? Artificial Intelligence in Content Experiences interview guest
Plate CMS podcast, June 19, 2023 - Content Fragmentation podcast interview guest
The Content Strategy Experts Podcast, February 20, 2023 - Migrating from a Legacy CMS to a Headless CMS interview guest
Headless Creator, August 27, 2021 - A Step by Step Guide to Content Strategy in 2021 podcast interview guest
Writers in Tech, February 5, 2021 - Turning Conversations into Meaningful Content interview guest
Customer Success by Design, August 18, 2020
Community and Volunteering
- Dataworthy Collective weekly semantic-technology think tank gathering
- Kinetic Council industry association formation group
- Future of Content meetup (Amsterdam and virtual)
- Knowledge Graph Conference content graph track chair and community
- Connected Data London annual conference speaker team management
- there’s also a page here that lists all of my community activities
Certifications
- SAFe POPM — Scaled Agile (in progress), July 2026
- Knowledge Graph Academy Foundation Course — The Knowledge Graph Academy, March 2026
- Designing Generative AI for Conversations and Content — Maven/Convocat, March 2025 (Credential ID FjftPCDE)
- Knowledge Graphs (Qualified Certificate) — Hasso Plattner Institute, December 2020
- Semantic Web Associate — PoolParty Academy, June 2020 (Credential ID 02658)
Education
- B.A., University of Oregon, summa cum laude, Phi Beta Kappa
magazine journalism major; English minor - lifelong learner, currently studying knowledge graphs, ontology engineering, and German – a small sampling of prior studies:
- Wikidata Ontology eight-week course
Wikidata, May 7-June 25, 2026 - Facilitation Deep Dive three-day intensive
This is Service Design Doing, January 26-28, 2026 - The Ultimate Guide to Semantic Reasoning & Knowledge-Based AI conference workshop
Oxford Semantics Technologies/Connected Data London, November 20, 2025 - metaphactory Basics four-week course
metaphacts Academy, June-July 2025 - Journey Map Operations Training workshop
This Is Service Design Doing, June 2023 - This is Service Design Doing five-day intensive workshop
Designer Thinkers Academy, March 6-10, 2023
- Wikidata Ontology eight-week course
