Business Operations and Strategy

### 2. Business Operations and Strategy - Core business model and revenue streams analysis - Market position and competitive advantages - Recent product launches, service expansions, or business pivots - Strategic partnerships, acquisitions, or divestitures - Operational efficiency improvements or challenges - Technology infrastructure and innovation capabilities - Customer base diversification and key client relationships

The Two Customers of Amazon: When Efficiency Erodes Trust and Innovation Builds Value

From billing errors that frustrate consumers to AI infrastructure that empowers enterprises, Amazon's effectiveness crisis reveals its fundamental identity challenge.

By KAPUALabs

/ 14 Mar 2026

The Two Customers of Amazon: When Efficiency Erodes Trust and Innovation Builds Value

AWS's Generative AI Bet: Infrastructure Dominance vs. Operational Risk

Analyzing Amazon's comprehensive five-layer AI stack against documented outages caused by AI-assisted code changes and the resulting governance paradox.

By KAPUALabs

/ 14 Mar 2026

AWS's Generative AI Bet: Infrastructure Dominance vs. Operational Risk

AWS's Retention Engine: Strong Lock-In Economics Offset by Billing Risks

Analysis shows AWS successfully converts technical adoption into long-term commitments, but opaque billing mechanics create customer friction and reputational exposure.

By KAPUALabs

/ 14 Mar 2026