Vendor-neutral
Most communities in this space are focused on tools or run by a platform. As a 501(c)(3) nonprofit, our standards and credentials belong to the profession, not to a product roadmap.
Kinetic Information Association
The people who make AI trustworthy deserve a profession that names their work.
You structure content, data, and meaning so machines and people can use it. That work now sits at the center of every AI effort, but it has no home, no standard, and no shared name. We are building one.
Founding sponsors
Why we exist
A professional home for AI-era knowledge work
The old professional homes for this work have thinned or disappeared. Some closed, some disbanded, and many communities built around older tools have not adapted to the present moment.
That leaves the people who structure knowledge so it can be trusted and reused without a body that speaks for them, a shared standard, or a credential that names what they do.
Meanwhile, the work is getting more important, not less. AI systems are only as reliable as the structured, meaningful knowledge underneath them. That knowledge is built by people.
What we do
What we do that others don't
The Kinetic Information Association is built for the profession itself: independent of vendors, broad enough for the real work, and clear enough for employers to understand.
A big tent, on purpose
Content, data, semantics, IA, technology, UX, and AI work have lived in separate silos. We bring these disciplines together instead of treating them as rivals.
We name the work
We are building a credential that says what practitioners actually do, in language employers can understand and hire for.
Yes, this is for you
Different titles, shared work
You might call yourself a content strategist, technical writer, UX writer, information architect, taxonomist, knowledge manager, data practitioner, AI practitioner, or operations lead. Titles vary, but the work is connected: making knowledge usable for people and machines.
Practitioners we serve
- Content strategy, design, operations, engineering, and technical writing
- Conversation design, computational linguistics, and LLM analysis
- Taxonomy, ontology, semantic analysis, and context engineering
- UX research, research operations, AI experience, and product design
- Data science, data analysis, database design, and analytics
- AI training, NLP content analysis, and AI content operations
- Software engineering, web development, CMS, and orchestration technology
- Knowledge management, DAM, business analysis, and product ownership
- Business strategy, procurement, enterprise architecture, and transformation leadership
What is kinetic information?
Knowledge in motion
Kinetic information is knowledge in motion: captured, structured, enriched, assembled, and delivered in context, with people and machines working together.
It is the content, data, and context that downstream systems and AI models pull, repackage, and deliver to whichever audience needs it next.
Review the full frameworkA real community
Already working together
We are early, active, and building in public with practitioners across content, data, semantics, technology, and AI.
25+ active volunteers
Working on education, standards, events, sponsorship, operations, and the shape of the association.
80+ professionals in Slack
A practical peer space for comparing notes, asking questions, and finding people doing adjacent work.
270+ newsletter subscribers
A growing audience following practitioner interviews, field signals, events, and opportunities to get involved.
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A shared way to think about this work and where you fit.
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