{"id":2733,"date":"2026-08-18T18:20:49","date_gmt":"2026-08-18T23:20:49","guid":{"rendered":"https:\/\/accendoassociates.com\/?p=2733"},"modified":"2026-09-28T16:14:15","modified_gmt":"2026-09-28T21:14:15","slug":"necessary-not-sufficient-fund-flows","status":"publish","type":"post","link":"https:\/\/accendoassociates.com\/pt\/necessary-not-sufficient-fund-flows\/","title":{"rendered":"Necess\u00e1rio, mas n\u00e3o suficiente: o que USD 42,8 bilh\u00f5es em capital para IA n\u00e3o compram para os mercados emergentes"},"content":{"rendered":"<meta charset=\"UTF-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n<title>Necess\u00e1rio, mas n\u00e3o suficiente: a lacuna de financiamento est\u00e1 acima do data center | Accendo Associates<\/title>\n<link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n<link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin=\"\">\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Archivo:wght@400;700;800&amp;family=PT+Sans:wght@700&amp;display=swap\" rel=\"stylesheet\">\n<style>\n  html { overflow-x:hidden; 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}\n.acc-insights-post footer.site-footer {\n  border-top:1px solid var(--acc-line); padding-top:32px; margin-top:8px;\n}\n.acc-insights-post footer.site-footer img.logo { height:26px; margin-bottom:16px; display:block; }\n.acc-insights-post footer.site-footer p {\n  font-size:13px; font-style:italic; color:var(--acc-muted); line-height:1.6; margin:0;\n}\n@media (max-width:640px) {\n  .acc-insights-post .btn { width:100%; text-align:center; }\n}\n\n<\/style>\n\n\n<div class=\"acc-insights-post\">\n\n  <section class=\"section section-white\">\n    <div class=\"wrap\">\n      <div class=\"prose\">\n        <p class=\"section-label kicker\">Fluxos de capital | Accendo Signals<\/p>\n        <p class=\"section-lead\">Rastreamos USD 42,8 bilh\u00f5es em capital para IA em cinco regi\u00f5es de mercados emergentes. 94% financiam infraestrutura computacional. Isso merece ser celebrado, e a computa\u00e7\u00e3o \u00e9 necess\u00e1ria.<\/p>\n        <p class=\"section-lead\">Mas, sozinho, ele n\u00e3o produz uma empresa local de IA, um conjunto de dados utiliz\u00e1vel, uma for\u00e7a de trabalho qualificada nem uma institui\u00e7\u00e3o local capaz de operar e governar um sistema de IA. Essas coisas precisam ser financiadas separadamente e, hoje, em grande parte n\u00e3o s\u00e3o.<\/p>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"section section-grey\">\n    <div class=\"wrap\">\n      <div class=\"prose\">\n        <div class=\"metric-strip\">\n          <div class=\"metric\"><span class=\"n\">USD 42,8 bi<\/span><span class=\"label\">Rastreados em 159 transa\u00e7\u00f5es<\/span><\/div>\n          <div class=\"metric\"><span class=\"n\">94%<\/span><span class=\"label\">Do capital rastreado financia computa\u00e7\u00e3o<\/span><\/div>\n          <div class=\"metric\"><span class=\"n\">2.2%<\/span><span class=\"label\">Chega a aplica\u00e7\u00f5es e servi\u00e7os<\/span><\/div>\n          <div class=\"metric\"><span class=\"n\">12<\/span><span class=\"label\">Neg\u00f3cios em est\u00e1gio de crescimento acima da infraestrutura desde 2023<\/span><\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"section section-white\">\n    <div class=\"wrap\">\n      <div class=\"prose\">\n        <div class=\"body-copy\">\n          <p>A Accendo Signals, a publica\u00e7\u00e3o de pesquisa da Accendo Associates, rastreou 159 transa\u00e7\u00f5es de IA comprometidas na \u00c1frica Subsaariana, no Sul da \u00c1sia, no Sudeste Asi\u00e1tico, na Am\u00e9rica Latina e Caribe e no Oriente M\u00e9dio e Norte da \u00c1frica, de janeiro de 2023 a 15 de agosto de 2026, usando o <a href=\"https:\/\/accendoassociates.com\/pt\/capital-flows-map\/\">Mapa de Fluxos de Capital da Accendo Signals<\/a>. Das 144 transa\u00e7\u00f5es que divulgam um valor, o total chega a USD 42,77 bilh\u00f5es.<\/p>\n          <p>94% financiam infraestrutura computacional: data centers, capacidade de GPU, regi\u00f5es de nuvem e a capacidade de processamento sobre a qual a IA roda. Aplica\u00e7\u00f5es e servi\u00e7os somam 88 transa\u00e7\u00f5es, mais da metade do conjunto de dados, mas apenas cerca de 2,2% do capital rastreado. As bases de dados, incluindo conjuntos de dados e recursos em idiomas locais, somam USD 79 milh\u00f5es. A capacidade humana soma USD 50,5 milh\u00f5es.<\/p>\n        <\/div>\n        <div class=\"quote\"><p>A computa\u00e7\u00e3o \u00e9 necess\u00e1ria. Um pa\u00eds n\u00e3o consegue sustentar uma economia de IA pr\u00f3pria sem capacidade de processamento, assim como n\u00e3o consegue se industrializar sem energia e estradas. Mas a computa\u00e7\u00e3o n\u00e3o \u00e9 suficiente.<\/p><\/div>\n        <div class=\"body-copy\" style=\"margin-top:26px;\">\n          <p>O mesmo desequil\u00edbrio aparece de forma desigual por regi\u00e3o e se inverte em v\u00e1rias regi\u00f5es quando a computa\u00e7\u00e3o \u00e9 exclu\u00edda. O detalhamento regional completo est\u00e1 na an\u00e1lise completa.<\/p>\n          <p>O capital para IA localizado em um mercado emergente n\u00e3o \u00e9 necessariamente capital que constr\u00f3i capacidade de IA dentro dessa economia. Um pa\u00eds pode abrigar bilh\u00f5es de d\u00f3lares em computa\u00e7\u00e3o sem criar automaticamente empresas nacionais de IA, propriedade intelectual local, conjuntos de dados utiliz\u00e1veis, pessoas qualificadas, demanda institucional ou aplica\u00e7\u00f5es que resolvam problemas locais. Isso exige outro mercado de financiamento.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"section section-grey\">\n    <div class=\"wrap\">\n      <div class=\"prose\">\n        <div class=\"section-head\">\n          <span class=\"section-label\">A constata\u00e7\u00e3o<\/span>\n          <span class=\"section-line\"><\/span>\n        <\/div>\n        <h2 class=\"section-title\">O mercado \u00e9 financiado nas duas pontas e escasso no meio<\/h2>\n        <div class=\"body-copy\">\n          <p>Na ponta menor, h\u00e1 atividade real. O venture capital em est\u00e1gio inicial soma 59 transa\u00e7\u00f5es, com ticket mediano divulgado de USD 2,5 milh\u00f5es. As doa\u00e7\u00f5es somam outras 39 e t\u00eam papel desproporcional no financiamento de conjuntos de dados, habilidades e outras capacidades sem um cliente comercial evidente no curto prazo.<\/p>\n          <p>Na outra ponta est\u00e3o as transa\u00e7\u00f5es de infraestrutura financiadas em centenas de milh\u00f5es ou bilh\u00f5es de d\u00f3lares por meio de capital corporativo, d\u00edvida e investimento institucional. Entre as duas, o mercado fica muito mais escasso. H\u00e1 apenas 12 transa\u00e7\u00f5es de growth equity ou de venture capital em est\u00e1gio avan\u00e7ado acima da infraestrutura no conjunto de dados, em cinco regi\u00f5es enormes ao longo de tr\u00eas anos e meio.<\/p>\n          <p>Esse \u00e9 o capital necess\u00e1rio quando uma empresa de IA j\u00e1 passou da fase de provar um produto e precisa expandir para novos mercados, montar uma opera\u00e7\u00e3o de vendas corporativas, cumprir exig\u00eancias regulat\u00f3rias, integrar-se a grandes institui\u00e7\u00f5es e sobreviver a longos ciclos de compra. O capital semente pode iniciar esse caminho. N\u00e3o pode financiar a estrada inteira.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"section section-white\">\n    <div class=\"wrap\">\n      <div class=\"prose\">\n        <div class=\"section-head\">\n          <span class=\"section-label\">A oportunidade<\/span>\n          <span class=\"section-line\"><\/span>\n        <\/div>\n        <h2 class=\"section-title\">\u00c9 aqui que os investidores de impacto t\u00eam uma oportunidade<\/h2>\n        <div class=\"body-copy\">\n          <p>O problema vai al\u00e9m do financiamento de startups. A computa\u00e7\u00e3o cria capacidade potencial. Algo ainda precisa transformar essa capacidade em uma economia capaz de us\u00e1-la.<\/p>\n          <p>Isso significa dados utiliz\u00e1veis. Recursos em idiomas locais. Equipes qualificadas. Institui\u00e7\u00f5es capazes de comprar IA. Empresas capazes de sobreviver at\u00e9 que essas institui\u00e7\u00f5es se tornem clientes. E capital de crescimento capaz de levar empresas promissoras do produto \u00e0 escala. Tr\u00eas oportunidades de financiamento se destacam.<\/p>\n        <\/div>\n\n        <div class=\"insights-card-grid\">\n          <div class=\"offer-card\">\n            <h3>Construir uma ponte de capital de crescimento<\/h3>\n            <p>Um ve\u00edculo voltado a tickets de aproximadamente USD 10 a 40 milh\u00f5es poderia ficar entre o mercado de capital semente e as fontes muito mais profundas de capital de infraestrutura. O capital de institui\u00e7\u00f5es financeiras de desenvolvimento ou de impacto poderia atrair investidores comerciais.<\/p>\n          <\/div>\n          <div class=\"offer-card\">\n            <h3>Tratar ativos de dados compartilhados como infraestrutura<\/h3>\n            <p>Conjuntos de dados em idiomas locais e recursos de avalia\u00e7\u00e3o podem gerar valor em centenas ou milhares de aplica\u00e7\u00f5es, mas nenhuma empresa sozinha tem necessariamente incentivo para financi\u00e1-los. Governos, funda\u00e7\u00f5es filantr\u00f3picas, institui\u00e7\u00f5es financeiras de desenvolvimento e grandes provedores de nuvem podem.<\/p>\n          <\/div>\n          <div class=\"offer-card\">\n            <h3>Financiar a demanda, n\u00e3o s\u00f3 a oferta<\/h3>\n            <p>Governos que negociam projetos de computa\u00e7\u00e3o de bilh\u00f5es de d\u00f3lares tamb\u00e9m podem negociar apoio a ecossistemas nacionais de desenvolvedores, ado\u00e7\u00e3o pelas empresas, cargas de trabalho do setor p\u00fablico e empresas locais de IA. Institui\u00e7\u00f5es de desenvolvimento podem ajudar a reduzir o risco das primeiras compras para que um produto que funciona vire um contrato pago, e n\u00e3o mais um piloto.<\/p>\n          <\/div>\n        <\/div>\n\n        <div class=\"body-copy\" style=\"margin-top:28px;\">\n          <p>Nada disso \u00e9 um argumento contra a computa\u00e7\u00e3o. \u00c9 um argumento de que a computa\u00e7\u00e3o \u00e9 o pr\u00e9-requisito, n\u00e3o o destino.<\/p>\n        <\/div>\n        <div class=\"quote\"><p>Os pa\u00edses que mais se beneficiarem da corrida pela infraestrutura de IA talvez n\u00e3o sejam os que atraem os maiores compromissos de computa\u00e7\u00e3o. Podem ser os que transformam a computa\u00e7\u00e3o dentro de suas fronteiras em capacidade dentro de suas economias: dados utiliz\u00e1veis, modelos relevantes, pessoas qualificadas, empresas vi\u00e1veis, demanda institucional e aplica\u00e7\u00f5es que resolvem problemas reais.<\/p><\/div>\n        <div class=\"body-copy\" style=\"margin-top:26px;\">\n          <p>E isso deixa uma pergunta de investimento muito mais interessante do que quanto capital para IA est\u00e1 chegando aos mercados emergentes: quem cobre o custo da convers\u00e3o.<\/p>\n        <\/div>\n\n        <div class=\"update-panel\">\n          <p class=\"cta-lede\">Para o detalhamento regional, os recortes por setor e todas as evid\u00eancias por tr\u00e1s desses n\u00fameros, leia a an\u00e1lise completa na Accendo Signals e explore os dados no Mapa de Fluxos de Capital.<\/p>\n          <div class=\"btn-row\">\n            <a class=\"btn btn-primary\" href=\"https:\/\/signals.accendoassociates.com\/p\/necessary-not-sufficient-what-428\">Leia: Necess\u00e1rio, mas n\u00e3o suficiente: o que USD 42,8 bilh\u00f5es em capital para IA n\u00e3o compram para os mercados emergentes \u2192<\/a>\n            <a class=\"btn btn-outline\" href=\"https:\/\/accendoassociates.com\/pt\/capital-flows-map\/\">Explore o Mapa de Fluxos de Capital<\/a>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Rastreamos USD 42,8 bilh\u00f5es em capital para IA em cinco regi\u00f5es de mercados emergentes. 94% financiam infraestrutura computacional. Isso merece ser celebrado, e a computa\u00e7\u00e3o \u00e9 necess\u00e1ria. Mas, sozinha, ela n\u00e3o produz uma empresa local de IA, um conjunto de dados utiliz\u00e1vel, uma for\u00e7a de trabalho qualificada nem uma institui\u00e7\u00e3o capaz de comprar e governar um sistema de IA. Essas coisas precisam ser financiadas separadamente e, hoje, em grande parte n\u00e3o s\u00e3o.<\/p>","protected":false},"author":2,"featured_media":2744,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_monsterinsights_skip_tracking":false,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_kadence_starter_templates_imported_post":false,"_swpsp_post_exclude":false,"_kad_post_transparent":"default","_kad_post_title":"default","_kad_post_layout":"default","_kad_post_sidebar_id":"","_kad_post_content_style":"default","_kad_post_vertical_padding":"","_kad_post_feature":"default","_kad_post_feature_position":"default","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[7,36],"tags":[58,59,60,61,57],"class_list":["post-2733","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-impact","category-insights","tag-ai","tag-artificial-intelligence","tag-capital-flows","tag-emerging-markets","tag-impact-investing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Capital in Emerging Markets: USD 42.8 Billion Traced<\/title>\n<meta name=\"description\" content=\"We traced USD 42.8 billion in AI capital across five emerging-market regions. 94% of it funds compute. 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