Enterprise AI, without the hype.
Research, analysis, and go-to-market strategy for leaders adopting AI without wasting money or compromising data.
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The Spending-vs.-Returns Chasm
Verified statistics and source assessments for the enterprise AI spending-vs.-returns gap
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Token Economics for the C-Suite
Economics of enterprise AI — per-token cost collapse vs budget misestimation
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The Agentic AI Cost Multiplier
Why 40%+ of agentic projects face cancellation due to escalating costs and unclear ROI
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The 18,750x Pricing Chasm and the Routing Revolution
How intelligent routing across the LLM pricing spectrum cuts costs 60-90%
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The Jevons Paradox of AI
How 280x cheaper tokens are bankrupting enterprise budgets
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The First 90 Days as an AI Leader
Research brief on first-90-days AI leadership playbook with verified statistics
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The Great GPU Crossover Myth
When self-hosting beats APIs, and when it never will
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AI and Japanese Healthcare
How AI is catalyzing a fundamental reimagination of care delivery and clinical decision-making in Japan.
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Healthcare Provider Crisis in Japan
The critical challenges facing Japan's healthcare providers from workforce shortages to aging infrastructure.
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The Future of Japan's Healthcare System
Policy solutions and innovations shaping Japan's healthcare system for an aging society.
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Patient Access in Japan
How patients experience Japan's healthcare system, from universal coverage to geographic disparities.
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The Demographic Imperative in Japan
How Japan's demographic transition creates challenges and opportunities for healthcare system redesign.
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Japan's Innovation Ecosystem
Structural dynamics and strategic implications of Japan's incubator and startup ecosystem.
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SaaS and the Japanese Enterprise
How the subscription economy's expansion into Japan requires strategies beyond mere localization.
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Get Customer-Centric
Designing a customer-centric go-to-market strategy for usage-based SaaS models.
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Pilot First
How piloting usage-based models reduces risk and validates strategies before full-scale launch.
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Plan for Scale
Preparing to scale usage-based models through standardization, automation, and organizational change.
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The AI Shelfware Epidemic
Enterprises that mandate consumption-based billing for AI tools will reduce budget waste by at least 40% compared to those relying on flat licensing fees.
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The Rise of the AI Agent Manager
Organizations that hire a dedicated 'Head of AI Agents' role will see a 25% reduction in operational overhead compared to teams treating AI as a utility function.
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The Self-Hosted Llama 3.3 70B Break-Even Point
Self-hosting Llama 3.3 70B becomes financially viable for mid-market enterprises processing over 100M tokens monthly, undercutting OpenAI API pricing by more than 60%.