live deliverable
Live-AI workspace
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The role's asks
SQL — authored by the AI, runs live AI assist
The curated card runs on the live warehouse when available. The editor runs the same SQL locally for inspection and falsification.
Output automated · re-derived live
Pick an ask.
Decision-ready read AI drafted
Answer first — what this card reveals
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Harvested JD line this output performs
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Standard it is held to
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⊕ Human control point — the irreducible core
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✓ Falsifier — how this figure is re-derived (no planted flag)
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⚡ Skill proven — this card re-derives a named capability live
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Provenance — no fabricated capability
What's real here, exactly.
- Live: eligible curated cards execute server-side against the warehouse when provisioned. Local SQL execution remains available for inspection and falsification. Headline figures, KPI boards, deviation findings and charts are computed from the actual result set — re-derived, never read from a planted flag.
- AI-authored, then committed: the natural-language→SQL translation, decision narratives and harvested-JD mapping are committed in this role's
manifest.jsonso they are inspectable. The local SQL box lets you falsify or extend the curated cards. - Representative data: …
- One engine, any role: this page is role-agnostic —
workspace-engine.jscarries zero role/domain strings. Everything specific to the role lives in its manifest. Same engine renders a different role's real deliverable.