Case Studies

First-party evidence of how Mehran structures applied AI systems, publishing, and workflow design.

2026-03-25

Topic dossiers for recurring AI themes

A durable topic-layer that turns repeated AI signals into long-lived expertise pages instead of isolated posts.

Problem: One-off posts are good for freshness but weak for showing depth, continuity, and point of view over time.

Role: Editorial system design and product architecture

Approach: Added topic-specific dossier pages that accumulate related posts, give recurring categories a stable URL, and make expertise legible over time.

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2026-03-25

Applied AI Signals publishing system

A static publishing system that turns raw AI signals into operator-focused analysis, topic dossiers, and machine-readable outputs.

Problem: Raw AI updates arrive faster than most operators can triage, and link dumps do not build authority or reusable context.

Role: Product direction, information architecture, and workflow design

Approach: Built a repeatable publishing model that turns signals into briefs, groups them into topic dossiers, and exposes structured outputs for search and agent consumption.

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