Meritocrat Lab

Insights on immigration merit & strategy

Guides, analysis, and real stories from the Meritocrat team.

The Engine vs. The Car: Why a Raw LLM Is Not a Product

Since the first release of our product, I’ve spent almost all my time in a single, intense loop: talking to users, gathering feedback, and running back to the team to build improvements.

Meritocrat Lab · Aug 20, 2026Read article

ProductMay 16, 2026

Introducing immigration-legal: An Employment-Based Immigration Practice Toolkit for Partner Attorneys

immigration-legal in Claude for Legal

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What ChatGPT think about Meritocrat

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