{"id":23958251,"date":"2026-09-05T23:37:54","date_gmt":"2026-09-05T21:37:54","guid":{"rendered":"https:\/\/shymow.es\/?page_id=23958251"},"modified":"2026-09-19T19:01:34","modified_gmt":"2026-09-19T17:01:34","slug":"knowledge-infrastructure","status":"publish","type":"page","link":"https:\/\/shymow.es\/en\/knowledge-infrastructure\/","title":{"rendered":"Knowledge infrastructure"},"content":{"rendered":"<!-- shymow:infrastructure-reference:v1 -->\n\n<div class=\"shymow-enterprise\">\n<div class=\"sh-first-view ent-first-view\">\n<section class=\"sh-hero sh-motion-hero ent-hero\" id=\"ent-hero-stage\" aria-labelledby=\"ent-title\" data-component=\"hero-movement\" data-motion><canvas class=\"sh-motion-canvas\" id=\"ent-hero-canvas\" aria-hidden=\"true\"><\/canvas><div class=\"sh-inner sh-hero-grid\"><div class=\"sh-copy\" id=\"ent-hero-hero-copy\"><p class=\"sh-eyebrow\">ENTERPRISE \u00b7 KNOWLEDGE INFRASTRUCTURE<\/p><h1 id=\"ent-title\">Knowledge infrastructure for organisations and AI systems<\/h1><p class=\"sh-lead\">When an organisation&#8217;s knowledge is spread across documents, teams, websites, applications and systems, having more information does not necessarily solve the problem.<\/p><p class=\"sh-lead\">You need to know which information is valid, what it means, where it comes from, how it relates to other information, who has authority over it and under what conditions it may be used.<\/p><p class=\"sh-lead\">Shymow designs knowledge infrastructure to turn scattered information into organised, governable knowledge that can be reused by people, applications, agents and artificial intelligence systems.<\/p><div class=\"sh-actions\"><a class=\"sh-action sh-action-primary\" href=\"\/en\/contact\/\">Assess fit with Shymow <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/div><figure class=\"sh-visual sh-motion-space\" id=\"ent-hero-movement-space\" aria-hidden=\"true\"><\/figure><\/div><button class=\"sh-motion-pause\" id=\"ent-hero-pause\" type=\"button\" aria-label=\"Pause animation\">Pause motion<\/button><\/section>\n<nav class=\"sh-inner sh-index\" data-shymow-page-index aria-label=\"On this page\"><span class=\"sh-index-label\">On this page:<\/span><a class=\"sh-tag\" href=\"#la-ia-hace-visible-un-problema-que-ya-existia\">The problem <span aria-hidden=\"true\">\u2193<\/span><\/a><a class=\"sh-tag\" href=\"#no-empezamos-construyendo\">Diagnostic and implementation <span aria-hidden=\"true\">\u2193<\/span><\/a><a class=\"sh-tag\" href=\"#preguntas-frecuentes\">Frequently asked questions <span aria-hidden=\"true\">\u2193<\/span><\/a><\/nav><\/div>\n<section class=\"ent-editorial ent-editorial--plain\" id=\"la-ia-hace-visible-un-problema-que-ya-existia\" aria-labelledby=\"la-ia-hace-visible-un-problema-que-ya-existia-title\"><div class=\"ent-inner ent-editorial-inner\"><h2 id=\"la-ia-hace-visible-un-problema-que-ya-existia-title\">AI exposes a problem that already existed<\/h2>\n<p>An organisation may have thousands of documents, well-maintained databases and expert teams, yet still lack a shared, operational version of its knowledge.<\/p>\n<p>The problem appears when:<\/p>\n<ul class=\"ent-editorial-list\">\n<li>different departments maintain different definitions of the same entity;<\/li>\n<li>a current policy coexists with versions that should already have been withdrawn;<\/li>\n<li>the correct information exists, but it is unclear which source has authority;<\/li>\n<li>the context needed to interpret a piece of data lives in another system;<\/li>\n<li>an application reuses information without preserving its limits or conditions;<\/li>\n<li>no one can reconstruct why an answer is considered valid;<\/li>\n<li>an AI system finds information but cannot distinguish what is current, historical, provisional or incorrect.<\/li>\n<\/ul>\n<p>Artificial intelligence does not create these inconsistencies.<\/p>\n<p>It scales them.<\/p>\n<p>The more systems consume and recombine knowledge, the more important it becomes to determine what may be used, how it should be interpreted and when it ceases to be valid.<\/p>\n<\/div><\/section>\n<section class=\"ent-editorial ent-editorial--soft\" id=\"una-infraestructura-de-conocimiento-establece-esas-reglas\" aria-labelledby=\"una-infraestructura-de-conocimiento-establece-esas-reglas-title\"><div class=\"ent-inner ent-editorial-inner\"><div class=\"ent-foundation-intro\"><h2 id=\"una-infraestructura-de-conocimiento-establece-esas-reglas-title\">A knowledge infrastructure establishes those rules<\/h2><p>It is not simply a matter of gathering information in another repository.<\/p><p>We design a structure that preserves identity, meaning, provenance, evidence, context and responsibility as knowledge moves between people and systems.<\/p><p>Depending on the problem, an infrastructure can organise:<\/p><\/div><div class=\"ent-foundation-grid\"><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">01<\/span><h3>Identities and entities<\/h3><p>What each organisation, product, service, concept, person, policy or asset is, and how it retains a stable identity across systems.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">02<\/span><h3>Relationships<\/h3><p>How entities, concepts, processes, decisions, documents and sources connect without requiring each application to reconstruct those relationships independently.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">03<\/span><h3>Sources and provenance<\/h3><p>Where a claim comes from, which source supports it and which system or document should be treated as the reference.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">04<\/span><h3>Evidence<\/h3><p>What supports a claim, decision, definition or state, and how that relationship is preserved when knowledge is reused.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">05<\/span><h3>Authority and responsibility<\/h3><p>Who may create, review, validate, replace or withdraw specific information.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">06<\/span><h3>Currency and versions<\/h3><p>What is active, what has changed, what has been replaced and what should be retained only as historical information.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">07<\/span><h3>Context and limits<\/h3><p>In which situations information is correct and in which it would cease to be so.<\/p><\/article><article class=\"ent-foundation-item\"><span class=\"ent-foundation-number\" aria-hidden=\"true\">08<\/span><h3>Access and exposure conditions<\/h3><p>Which knowledge a team, application, agent or external system may use, and under what conditions.<\/p><\/article><\/div><\/div><\/section>\n<section class=\"ent-editorial ent-editorial--plain\" id=\"el-objetivo-no-es-que-la-ia-acceda-a-mas-informacion\" aria-labelledby=\"el-objetivo-no-es-que-la-ia-acceda-a-mas-informacion-title\"><div class=\"ent-inner ent-editorial-inner\"><h2 id=\"el-objetivo-no-es-que-la-ia-acceda-a-mas-informacion-title\">The objective is not to give AI access to more information<\/h2>\n<p>It is to enable it to work with better knowledge.<\/p>\n<p>A knowledge infrastructure separates one important question:<\/p>\n<p class=\"ent-editorial-question\">Can we retrieve this information?<\/p>\n<p>from others that matter much more:<\/p>\n<p class=\"ent-editorial-question\">Is the information correct?<\/p>\n<p class=\"ent-editorial-question\">Is it still current?<\/p>\n<p class=\"ent-editorial-question\">Who is responsible for it?<\/p>\n<p class=\"ent-editorial-question\">In what context may it be used?<\/p>\n<p class=\"ent-editorial-question\">What evidence supports it?<\/p>\n<p class=\"ent-editorial-question\">May it be exposed outside the organisation?<\/p>\n<p>Retrieval is one part of the system.<\/p>\n<p>Trust requires an earlier layer.<\/p>\n<\/div><\/section>\n<section class=\"ent-editorial ent-editorial--soft\" id=\"antes-de-un-rag-un-agente-o-un-asistente-hay-una-cuestion-de-conocimiento\" aria-labelledby=\"antes-de-un-rag-un-agente-o-un-asistente-hay-una-cuestion-de-conocimiento-title\"><div class=\"ent-inner ent-editorial-inner\"><div class=\"ent-rag-opening\"><div class=\"ent-rag-thesis\"><h2 id=\"antes-de-un-rag-un-agente-o-un-asistente-hay-una-cuestion-de-conocimiento-title\">Before a RAG, an agent or an assistant, there is a knowledge question<\/h2><p>Connecting a model to documents does not automatically turn those documents into a reliable source of knowledge.<\/p><\/div><div class=\"ent-rag-risks\"><div class=\"ent-rag-risk\"><span aria-hidden=\"true\">01<\/span><p>A system can accurately retrieve information that is already obsolete.<\/p><\/div><div class=\"ent-rag-risk\"><span aria-hidden=\"true\">02<\/span><p>It can find two contradictory sources and not know which one takes precedence.<\/p><\/div><div class=\"ent-rag-risk\"><span aria-hidden=\"true\">03<\/span><p>It can produce an answer that is correct in one context and incorrect in another.<\/p><\/div><div class=\"ent-rag-risk\"><span aria-hidden=\"true\">04<\/span><p>It can retain the content while losing the conditions that limited its use.<\/p><\/div><\/div><\/div><div class=\"ent-rag-principle\"><p>That is why we work on the layer that defines what knowledge exists and which rules must accompany it before other systems consume it.<\/p><\/div><div class=\"ent-rag-uses\"><p>The infrastructure can support or coexist with:<\/p><ul class=\"ent-editorial-list\">\n<li>internal assistants;<\/li>\n<li>RAG architectures;<\/li>\n<li>agents and multi-agent systems;<\/li>\n<li>corporate applications;<\/li>\n<li>search engines;<\/li>\n<li>service systems;<\/li>\n<li>public interfaces;<\/li>\n<li>websites and digital environments;<\/li>\n<li>analysis tools;<\/li>\n<li>external generative systems.<\/li>\n<\/ul><\/div><div class=\"ent-rag-close\"><p>It does not necessarily replace these technologies.<\/p><p>It gives them a more governable knowledge base.<\/p><\/div><\/div><\/section>\n<section class=\"ent-editorial ent-editorial--plain\" id=\"cuando-empieza-a-tener-sentido\" aria-labelledby=\"cuando-empieza-a-tener-sentido-title\"><div class=\"ent-inner ent-editorial-inner\"><div class=\"ent-when-opening\"><h2 id=\"cuando-empieza-a-tener-sentido-title\">When it begins to make sense<\/h2><p>Not every organisation needs a formal knowledge infrastructure.<\/p><p>It generally becomes relevant when the complexity can no longer be resolved simply by publishing another document, adding a database or defining a new manual process.<\/p><\/div><div class=\"ent-when-rail\"><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">01<\/span><div><h3>Several sources describe the same reality<\/h3><p>But there is no clear rule about which one takes precedence.<\/p><\/div><\/article><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">02<\/span><div><h3>Knowledge crosses different teams<\/h3><p>And each retains a different part of the context.<\/p><\/div><\/article><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">03<\/span><div><h3>The organisation introduces AI<\/h3><p>And discovers that the problem lies not only in the model, but also in what the model receives.<\/p><\/div><\/article><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">04<\/span><div><h3>Traceability requirements exist<\/h3><p>And an answer must be linkable to its source, responsible party or evidence.<\/p><\/div><\/article><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">05<\/span><div><h3>There are multiple markets, languages, brands or units<\/h3><p>And the same entity needs to retain its meaning across different expressions.<\/p><\/div><\/article><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">06<\/span><div><h3>Information changes frequently<\/h3><p>And it must be clear what is current, what has been replaced and when.<\/p><\/div><\/article><article class=\"ent-when-item\"><span class=\"ent-when-number\" aria-hidden=\"true\">07<\/span><div><h3>Different systems need different levels of access<\/h3><p>Without maintaining independent, inconsistent versions of the knowledge.<\/p><\/div><\/article><\/div><\/div><\/section>\n<section class=\"ent-scope\" id=\"una-capa-comun-para-usos-diferentes\" aria-labelledby=\"una-capa-comun-para-usos-diferentes-title\" data-motion-resource=\"06\" data-motion>\n<div class=\"ent-inner ent-scope-grid\">\n<div class=\"ent-scope-copy\"><div class=\"ent-scope-intro\"><p class=\"ent-kicker\">Knowledge infrastructure<\/p><h2 id=\"una-capa-comun-para-usos-diferentes-title\">One common layer for different uses<\/h2><p>The same knowledge may need to be expressed in different ways depending on who or what uses it.<\/p><\/div><div class=\"ent-scope-use-cases\"><p>A person may need an explanation.<\/p><p>An application, a defined structure.<\/p><p>An agent, context and permissions.<\/p><p>An AI system, enough relationships and evidence to avoid reconstructing meaning solely from fragments.<\/p><\/div><div class=\"ent-scope-conclusion\"><p>The infrastructure separates knowledge from each of its presentations.<\/p><p>This allows an organisation to reuse it in new channels, interfaces and systems without redefining its identity and rules from scratch every time the technology changes.<\/p><p class=\"ent-scope-terms\">Identity \u00b7 Relationships \u00b7 Sources \u00b7 Evidence \u00b7 Authority \u00b7 Context<\/p><\/div><\/div>\n<div class=\"ent-scope-motion\" id=\"ent-scope-stage\" aria-hidden=\"true\"><!-- shymow:infrastructure-network --><\/div>\n<\/div>\n<button class=\"sh-motion-pause ent-scope-pause\" id=\"ent-scope-pause\" type=\"button\" aria-label=\"Pause animation\">Pause motion<\/button>\n<\/section>\n<section class=\"ent-editorial ent-editorial--plain\" id=\"tambien-afecta-a-como-una-organizacion-es-interpretada-fuera-de-ella\" aria-labelledby=\"tambien-afecta-a-como-una-organizacion-es-interpretada-fuera-de-ella-title\"><div class=\"ent-inner ent-editorial-inner\"><h2 id=\"tambien-afecta-a-como-una-organizacion-es-interpretada-fuera-de-ella-title\">It also affects how an organisation is interpreted from the outside<\/h2>\n<p>Visibility in generative systems is one specific application of this same problem.<\/p>\n<p>When ChatGPT, Gemini or other systems reconstruct an organisation from public information, they may reduce its services, merge entities, lose distinctions or use sources that no longer represent the company correctly.<\/p>\n<p>In small organisations, that problem can be addressed through a specific AI visibility and GEO intervention.<\/p>\n<p>In Enterprise environments, external representation may be just one surface of a broader problem: how the organisation&#8217;s knowledge is structured, governed and exposed.<\/p>\n<div class=\"ent-actions ent-content-actions\"><a class=\"ent-action ent-primary\" href=\"\/en\/geo-agency-services-seo-for-ai\/\">Explore AI visibility and GEO <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div>\n<\/div><\/section>\n\n<section class=\"ent-offers\" aria-labelledby=\"ent-services-title\">\n<div class=\"ent-inner\"><div class=\"ent-section-head\"><p class=\"ent-kicker\">Two steps, one informed decision<\/p><h2 id=\"ent-services-title\">From a diagnostic to an infrastructure worth building<\/h2><\/div>\n<div class=\"ent-offer-grid\">\n<article class=\"ent-offer\" id=\"no-empezamos-construyendo\"><span class=\"ent-offer-number\">01 \u00b7 DIAGNOSTIC<\/span><h3>We do not start by building<\/h3>\n<p>Before implementing an infrastructure, we need to determine whether it is needed.<\/p>\n<p>The usual path begins with an Enterprise Diagnostic.<\/p>\n<p>We analyse the problem and, depending on the scope, define:<\/p>\n<ul class=\"ent-editorial-list\"><li>relevant knowledge domains;<\/li><li>the sources and systems involved;<\/li><li>principal entities and relationships;<\/li><li>responsible parties and authority criteria;<\/li><li>contradictions and overlaps;<\/li><li>states of currency;<\/li><li>access conditions;<\/li><li>integration needs;<\/li><li>reuse risks;<\/li><li>validation criteria.<\/li><\/ul>\n<p>The purpose of the diagnostic is not to justify an implementation.<\/p><p>It is to decide with sufficient precision:<\/p><p>what problem exists, what is worth structuring, what should be preserved and what should not be built.<\/p>\n<p class=\"ent-offer-label\">Enterprise Diagnostic<\/p><p class=\"ent-price\"><span class=\"ent-from\">From<\/span><span class=\"ent-amount\">\u20ac4,800<\/span><span class=\"ent-tax\">excl. VAT<\/span><\/p>\n<a class=\"ent-action ent-primary\" href=\"\/en\/core-geo\/\">View the Enterprise Diagnostic <span aria-hidden=\"true\">\u2197<\/span><\/a><\/article>\n<article class=\"ent-offer\" id=\"cuando-el-diagnostico-justifica-una-infraestructura\"><span class=\"ent-offer-number\">02 \u00b7 IMPLEMENTATION<\/span><h3>When the diagnostic justifies an infrastructure<\/h3>\n<p>We design the architecture around the knowledge, systems and constraints that already exist in the organisation.<\/p><p>We do not start from a predetermined platform.<\/p><p>The scope may include:<\/p>\n<ul class=\"ent-editorial-list\"><li>knowledge model;<\/li><li>identities and entities;<\/li><li>relationship architecture;<\/li><li>sources and provenance;<\/li><li>evidence;<\/li><li>governance rules;<\/li><li>responsible parties and validators;<\/li><li>versioning and currency;<\/li><li>access and exposure conditions;<\/li><li>integrations;<\/li><li>machine-readable representations;<\/li><li>quality and validation criteria;<\/li><li>deployment and continuity.<\/li><\/ul>\n<p class=\"ent-offer-label\">Enterprise knowledge infrastructure<\/p><p class=\"ent-price\"><span class=\"ent-from\">From<\/span><span class=\"ent-amount\">\u20ac30,000<\/span><span class=\"ent-tax\">excl. VAT<\/span><\/p>\n<p>The minimum investment applies to a defined implementation. The final price depends on the domain, sources, teams, systems, integrations and governance conditions involved.<\/p>\n<a class=\"ent-action ent-primary\" href=\"\/en\/enterprise-knowledge-infrastructure\/\">View Enterprise implementation <span aria-hidden=\"true\">\u2197<\/span><\/a><\/article>\n<\/div><\/div><\/section>\n<section class=\"ent-editorial ent-editorial--soft\" id=\"trabajamos-sobre-el-sistema-que-existe-no-sobre-una-arquitectura-ideal\" aria-labelledby=\"trabajamos-sobre-el-sistema-que-existe-no-sobre-una-arquitectura-ideal-title\"><div class=\"ent-inner ent-editorial-inner\"><h2 id=\"trabajamos-sobre-el-sistema-que-existe-no-sobre-una-arquitectura-ideal-title\">We work with the system that exists, not an ideal architecture<\/h2>\n<p>Organisations already have technology, processes, documentation, constraints, debt and accumulated knowledge.<\/p>\n<p>That is why a useful infrastructure cannot be designed as though starting from scratch.<\/p>\n<p>First we determine:<\/p>\n<p>what must be retained, what needs to be connected, what must be corrected and where a new layer is required.<\/p>\n<p>The architecture adapts to the problem.<\/p>\n<p>Not the problem to a tool.<\/p>\n<\/div><\/section>\n<section class=\"ent-related ent-related--definitions\" id=\"que-no-es-una-infraestructura-de-conocimiento\" aria-labelledby=\"que-no-es-una-infraestructura-de-conocimiento-title\">\n<div class=\"ent-inner\"><div class=\"ent-related-head\"><p class=\"ent-kicker\">Service boundaries<\/p><h2 id=\"que-no-es-una-infraestructura-de-conocimiento-title\">What a knowledge infrastructure is not<\/h2><\/div>\n<div class=\"ent-related-grid\">\n<article class=\"ent-related-card\"><h3>It is not simply document management<\/h3><p>Documents may contain knowledge, but storing and locating documents does not by itself resolve the identity, relationships, authority or currency of what they contain.<\/p><\/article>\n<article class=\"ent-related-card\"><h3>It is not merely a knowledge base<\/h3><p>A knowledge base may be one of the surfaces through which it is used. The infrastructure also defines how knowledge is organised, validated, connected and reused.<\/p><\/article>\n<article class=\"ent-related-card\"><h3>It is not a RAG<\/h3><p>A RAG addresses part of access and retrieval. The infrastructure helps determine what is being retrieved, with what authority and under what conditions it should be interpreted.<\/p><\/article>\n<article class=\"ent-related-card\"><h3>It is not about producing more content<\/h3><p>The problem is often not a lack of information, but too many versions, sources and expressions without a common structure.<\/p><\/article>\n<article class=\"ent-related-card\"><h3>It is not GEO<\/h3><p>AI visibility and GEO are among the possible applications when the problem affects an organisation&#8217;s external representation.<\/p><p>Knowledge infrastructure has a broader scope.<\/p><\/article>\n<\/div><\/div><\/section>\n<section class=\"ent-continuity\" id=\"la-tecnologia-cambia-el-conocimiento-necesita-continuidad\" aria-labelledby=\"la-tecnologia-cambia-el-conocimiento-necesita-continuidad-title\"><div class=\"ent-inner ent-continuity-grid\">\n<h2 id=\"la-tecnologia-cambia-el-conocimiento-necesita-continuidad-title\">Technology changes.<br><span>Knowledge needs continuity.<\/span><\/h2>\n<div><p>Models, interfaces, search engines, agents and applications will continue to change.<\/p><p>An organisation should not have to reconstruct what it knows every time a new interface appears.<\/p><p>We work so that identity, relationships, sources, evidence, context and authority can be preserved beyond the particular tool that uses them.<\/p><\/div>\n<\/div><\/section>\n\n\n<section class=\"ent-close\" id=\"ent-close-stage\" aria-labelledby=\"ent-close-title\" data-component=\"cta-movement\" data-motion-resource=\"05\" data-motion>\n<canvas class=\"sh-motion-canvas\" id=\"ent-close-canvas\" aria-hidden=\"true\"><\/canvas><div class=\"ent-motion-slot\" id=\"ent-close-movement-space\" aria-hidden=\"true\"><\/div>\n<div class=\"sh-inner ent-close-copy\"><p class=\"ent-kicker\">End of page<\/p><h2 id=\"ent-close-title\">The first step is not to build an infrastructure<\/h2><p class=\"ent-close-highlight\">It is to find out whether you need one.<\/p><p>If the problem concerns how your organisation&#8217;s knowledge is organised, validated, connected or reused, we can assess the fit before defining an intervention.<\/p><a class=\"sh-action sh-action-primary\" href=\"\/en\/contact\/\">Assess fit with Shymow <span aria-hidden=\"true\">\u2197<\/span><\/a><p class=\"ent-close-tagline\">Knowledge infrastructure \u00b7 Barcelona \u00b7 International<\/p><\/div>\n<button class=\"sh-motion-pause\" id=\"ent-close-pause\" type=\"button\" aria-label=\"Pause animation\">Pause motion<\/button><\/section>\n<section class=\"ent-faq\" id=\"preguntas-frecuentes\" aria-labelledby=\"ent-faq-title\" data-component=\"faq\">\n<div class=\"sh-inner\"><div class=\"sh-pattern-head\"><h2 id=\"ent-faq-title\">Frequently asked questions<\/h2><\/div>\n<div class=\"sh-pattern-faq-list\"><\/div><\/div><\/section>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>ENTERPRISE \u00b7 KNOWLEDGE INFRASTRUCTURE Knowledge infrastructure for organisations and AI systems When an organisation&#8217;s knowledge is spread across documents, teams, websites, applications and systems, having more information does not necessarily solve the problem. You need to know which information is valid, what it means, where it comes from, how it relates to other information, who [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/enterprise.php","meta":{"footnotes":""},"class_list":["post-23958251","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/pages\/23958251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/comments?post=23958251"}],"version-history":[{"count":0,"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/pages\/23958251\/revisions"}],"wp:attachment":[{"href":"https:\/\/shymow.es\/en\/wp-json\/wp\/v2\/media?parent=23958251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}