Posts in Haluk Demirkan
Beyond Single-Task AI: Why Workflow Automation Is the Foundation for Agentic AI

Most organizations today use artificial intelligence (AI) primarily for isolated productivity tasks. Employees ask models to summarize reports, draft emails, generate presentations, analyze spreadsheets, or answer questions. These applications create measurable gains, but they often automate only fragments of a larger operational process.

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Pricing Science in the Era of Algorithmic Regulation: A Call for Responsible Design and Measurable Efficacy

Pricing is one of the most important decisions for organizations and individuals. We may pay 20 dollars for a glass of wine in a restaurant while the same bottle costs the same at a grocery store. The liquid is identical. The value is not. We are paying for context, service, timing, and experience. Price is not a static number. It is a quantified expression of perceived value at a particular place and time.

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