Reports · AI Operations
AI Operations Reports
Citable research on how Spain moves from using AI to operating it. Every figure with its source; the proprietary layer grows with each calculator contribution.
ROI · 2026-08 edition · August 2026
AI automation ROI for small business: 2026 benchmarks
Nobody publishes an AI ROI for small business that survives a click. Not Eurostat, not the OECD, not the Census Bureau, not the Fed: they measure adoption, not return. So this report does the only honest thing: it gathers the pieces that are actually measured —what an hour of work costs in your country, how many small firms genuinely automate, and how much time AI saves according to official surveys— and hands you the method to build your own break-even. No magic number.
Read the reportSalarios · Edición 2026-08 · Agosto 2026
Salarios de AI Operations en España 2026
La IA se paga con premium en España, pero no existe todavía una encuesta salarial dedicada a los roles de AI Operations. Este informe construye las bandas cruzando encuestas públicas de roles-proxy (Operations Manager, AI Specialist, ML Engineer, AI Engineer) con inferencia declarada, y las irá afinando con datos reales de la comunidad. Cada cifra, con su fuente.
Read the reportSalaries · 2026-08 edition · August 2026
AI Operations Salaries in the US 2026
The US pays a steep premium for AI, and there's no dedicated survey for AI Operations roles yet. This report builds the bands by crossing public US surveys of proxy roles (AI/ML Engineer, MLOps Engineer, Head of AI, AI Governance) with declared inference, and will sharpen them with real community data. Every figure, with its source. US market, annual gross base (total comp runs higher in hubs).
Read the reportSalaires · édition 2026-08 · Août 2026
Salaires AI Operations en France 2026
La France paie une prime nette pour l'IA, mais il n'existe pas encore d'enquête dédiée aux rôles d'AI Operations. Ce rapport construit les fourchettes en croisant des enquêtes publiques de rôles-proxy (ML Engineer, MLOps, AI Engineer) avec de l'inférence déclarée, et les affinera avec des données réelles de la communauté. Chaque chiffre, avec sa source. Brut annuel, marché français.
Read the reportGehälter · Ausgabe 2026-08 · August 2026
AI-Operations-Gehälter in Deutschland 2026
Deutschland zahlt eine deutliche KI-Prämie, aber es gibt noch keine dedizierte Erhebung für AI-Operations-Rollen. Dieser Report baut die Bandbreiten, indem er öffentliche Erhebungen von Proxy-Rollen (AI Engineer, ML Engineer) mit deklarierter Inferenz kreuzt, und schärft sie mit echten Community-Daten. Jede Zahl mit Quelle. Brutto-Jahresgehalt, deutscher Markt.
Read the reportStipendi · edizione 2026-08 · Agosto 2026
Stipendi AI Operations in Italia 2026
L'Italia paga un premio per l'IA, ma non esiste ancora un'indagine dedicata ai ruoli di AI Operations. Questo report costruisce le fasce incrociando indagini pubbliche di ruoli-proxy (ML Engineer, AI Engineer) con inferenza dichiarata, e le affinerà con dati reali della comunità. Ogni cifra, con la sua fonte. Lordo annuo, mercato italiano.
Read the reportSalários · edição 2026-08 · Agosto 2026
Salários AI Operations em Portugal 2026
Portugal paga um prémio pela IA, mas ainda não existe um inquérito dedicado às funções de AI Operations. Este relatório constrói as faixas cruzando inquéritos públicos de funções-proxy (ML Engineer, AI Engineer) com inferência declarada, e vai afiná-las com dados reais da comunidade. Cada número, com a sua fonte. Bruto anual, mercado português.
Read the reportComparison · 2026-08 edition · August 2026
AI Operations Salaries by Country 2026
The same role pays up to 3–4× more in the US than in the lowest European market, and within the EU there's a ~2× factor between Germany/France and Portugal. This comparison crosses the six country reports; every band with its source. It's a directional map, not an exact comparison: the US is in USD (with higher total comp) and the EU in EUR gross, and cost of living differs.
Read the reportEdition 1 · July 2026
The State of AI Operations in Spain 2026
Adopting AI stopped being the problem. Operating it is. Spain plugs in models at a good pace, but the value stays in the pilot: the tech isn't what fails, the function that puts it into daily work is missing. That's the job of AI Operations, and almost nobody has it set up today.
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