10 scenarios baked from real JDs · 100 candidates total

Pick a scenario.

Each one is a real role with a JD, an LLM-drafted lens (categories, extraction schema, hard filters), and 10 candidates distributed across strong / mid / weak fit tiers. Click any card to load a fresh state and start inspecting.

Tip: start with CFO for the override demo, or Master Plumber to prove it works for non-tech roles.

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