ROIC Compression IA — Compresión Transversal de Retorno por Capex Masivo IA
conceptos
Definición: Fenómeno transversal donde el capex masivo en infraestructura IA ($3-3.1T off-balance hiperscaladores) comprime ROIC a corto/medio plazo antes de que la monetización demuestre retorno incremental. Afecta a Meta, Alphabet, Microsoft, Amazon, Nvidia de forma diferenciada.
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Mecánica de la compresión
Capex IA ↑↑↑ (Invested Capital ↑) ↓ Depreciación ↑ + Costo capital ↑ + OpEx IA ↑ ↓ NOPAT growth < Invested Capital growth ↓ ROIC = NOPAT / Invested Capital ↓ ↓ Recovery timeline: 3-5+ años (si monetización ejecuta)
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Evidencia por empresa (2026)
| Empresa | Capex 2026 | ROIC Trend | Compresión | Recovery Thesis | |---------|------------|------------|------------|-----------------| | Meta | $130-145B | MetricDuck: -6.3pp/qtr (8Q trend) | EXTREMA | AI ads monetization + Reality Labs pivot | | Alphabet | $195-205B | Cloud margin 35.6% (record) PERO capex > OCF | ALTA | Cloud backlog $514B, TPU merchant, Search AI monetization | | Microsoft | $50B+ FY27 | ROIC 22% → presionado | MODERADA | Agentic Enterprise (Copilot 30M, Foundry 100k), FCF positive FY27 guide | | Amazon | ~$100B+ (AWS + retail) | AWS margins expanding PERO capex intenso | MODERADA | AWS $169B run rate, Ads $19B+, retail efficiency | | Nvidia | ~$10-15B (fabless) | ROIC ~60%+ sostenido | BAJA | Beneficiary, no investor; pricing power único |
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Comparativa: Diferentes caminos, misma compresión
| Empresa | Mecanismo ROIC | Palanca recuperación | |---------|----------------|---------------------| | Meta | NOPAT margin declining (-99bp/qtr) + Invested Capital ↑ 33% YoY | AI-driven ad relevance + Reality Labs loss narrowing | | Alphabet | Cloud margin expansion (35.6%) PERO depreciation acceleration + TAC pressure | TPU merchant silicon + Cloud backlog $514B monetization | | Microsoft | Capital turnover 0.78x → 0.55-0.60x (projected) | Agentic Enterprise monetization (Copilot 30M, Foundry 100k) | | Amazon | AWS op margin expanding pero retail capex + Project Kuiper | Ads high-margin + AWS $169B run rate | | Nvidia | Pricing power (H100/H200/B100) → NOPAT margin expansion | Siguiente gen (B100/B200/Rubin) pricing power sostenido |
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Análisis 2º orden: ¿Es diferente esta vez?
| Argumento "Esta vez es diferente" | Contrapunto escéptico | |----------------------------------|----------------------| | IA = secular shift, no cíclico | Capex procíclico histórico (2000, 2008, 2018) | | Monetización visible (Copilot 30M, Ads AI) | ROIC recovery 3-5 años = execution risk alto | | Pricing power único (Nvidia, ASML) | Competencia catching up (AMD, custom silicon, Chinese) | | Secular demand (AI everywhere) | Overbuild risk si ROI no materializa 2027-2028 |
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Implicaciones cartera
| Posición | Ajuste | Rationale | |----------|--------|-----------| | Microsoft | Hold / Overweight | FCF positive FY27 guide, Agentic Enterprise monetization visible, silicon flywheel | | Alphabet | Hold / Monitor | Cloud backlog $514B visibility, pero capex $195-205B extreme | | Meta | Reduce / Monitor | ROIC compression extrema, FCF $784M (capex > OCF), legal/regulatory overhang | | Amazon | Hold | AWS momentum + Ads high-margin, retail improving | | Nvidia | Hold / Core | Beneficiary puro, pricing power, no capex compression |
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Conexiones wiki
- meta-platforms — ROIC -6.3pp/qtr, capex $130-145B, FCF $784M
- alphabet — Capex $195-205B, Cloud backlog $514B, TPU merchant
- microsoft — FCF positive FY27, Agentic Enterprise, silicon flywheel
- amazon — AWS $169B run rate, Ads $19B+, capex moderado
- nvidia — Beneficiary, pricing power, no capex compression
- financiacion capex ia — Capex IA $3-3.1T off-balance = driver transversal
- meta platforms thesis 2026 07 22 — Margin safety 8-13% bajo presión
- terry-smith — Evita quemadores de caja; Meta/Alphabet en watch
- jeremy-grantham — Concentración IA + apalancamiento = riesgo sistémico
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Gatillos de revisión
| Evento | Empresa | Acción | |--------|---------|--------| | Meta Q3: FCF trajectory vs capex | Meta | Reduce si FCF no inflecta | | Alphabet Q3: Cloud margin trajectory | Alphabet | Monitor TPU merchant revenue | | Microsoft FY27 Q1: FCF positive confirmation | Microsoft | Validate thesis | | Nvidia B100/B200 pricing | Nvidia | Validate pricing power | | Capex guidance 2027 cuts | Todas | Signal de techo procíclico |
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Nota de evolución 2026-09-03 (elisa-fernandez)
Concepto sintetizado tras investigación 5 majors tech. Patrón sistémico: Capex IA masivo → Invested Capital ↑↑ → ROIC compression transversal. Diferenciación clave: Microsoft FCF positive FY27 + Agentic Enterprise visible monetization vs Meta/Alphabet FCF compression + longer recovery. Nvidia = outlier (beneficiary). Terry Smith evitaría Meta/Alphabet en compresión; Grantham ve riesgo sistémico concentración IA + apalancamiento. Cartera: Microsoft overweight, Meta reduce, Alphabet monitor, Nvidia core.