Where information science, enterprise systems, and documented proof converge.
Our work lives in the Semantic Web. We express your entire business as a Brand Knowledge Graph: entities, relationships, identifiers, and proof, modelled in the same language AI answer engines already use. Information science, enterprise systems, and editorial craft combine into one job: making your real authority legible to machines.
The disciplines behind it are older than AI. Authority control, classification, citation analysis, and search validation were built for libraries and research long before Google existed, and AI answer engines now run on those same principles.
That quote is on our business cards. In the AI era, expertise without structure is invisible. We build the structure, fill it with citable proof, and keep it current.
There is one right form for a story, and if you fail to find that form, the story will not tell itself.
Mark Twain
Founder & Chief Strategist
Information science plus enterprise systems
MLIS training in how authority is computed, a decade leading clinical imaging at Agfa Healthcare and global BI at SAP BusinessObjects, and a decade turning complex expertise into citable proof under Huckleberry Films.
Chief Information Scientist
Authority control and search validation
A Highly Cited Researcher whose standards are used worldwide, including the PRESS Guideline for systematic review search strategies. Her discipline is what makes every entity and citation we declare defensible.
Head of Studio
Studio craft and semantic clarity
Kate leads design, build, and production, turning verified models into interfaces people and machines both read cleanly, from interactive training for Toyota to broadcast-level enterprise work.
One models the knowledge. One proves the science holds. One builds what you see. Together, they make your business the answer AI can stand behind.
Proof that AI systems can cite and procurement systems can verify requires a structured extraction process. Not just good writing.
We install systems that compound. Every proof point strengthens the whole architecture. Every verified relationship makes your position harder to match. Tactics expire. Infrastructure appreciates.
A Google Business Profile without matching website schema is half a bridge. We connect both sides from the first engagement so AI can verify what your profile claims against your website.
Your entity should exist across multiple knowledge systems, not depend on one platform. We install verified presence across Google, Apple, and OpenStreetMap by default. Jurisdictional resilience: critical for businesses operating across borders.
AI systems need evidence they can cite. We create documented proof: case studies with named results, structured with schema, connected to your entity model. This is evidence, not marketing claims.
Huckleberry Way grew out of Huckleberry Films, a studio that spent a decade turning complex expertise into work that actually moved people: enterprise case studies, brand systems, and video across television, radio, web, and immersive AR.
That work taught a simple rule, borrowed from Mark Twain and printed on our cards: there is one right form for a story, and if you fail to find that form, the story will not tell itself. Finding that form is half the work.
AI has raised the stakes. The right form is now structured and verifiable, and expertise without that form is invisible to answer engines. The craft that shaped brand stories for enterprise leaders is the same craft that now structures proof for mid-market firms. The quality does not scale down.
