What we actually deliver
Aurora SG is about staging reliability and honesty, not imaginary AI features.
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Staging-only intake
Every upload stays in private pods. Nothing touches production until hard tests pass.
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Transparent GPT logs
We show every GPT Vision attempt — success, failure, and next retry time — directly to end users.
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Manual promotions
No pipelines, no auto-deploy. We log each hard test and promote by hand so nothing slips.
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history
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Ops & Compliance teams
Validate uploads, inspect GPT retry timelines, and extract JSON evidence for auditors.
Engineering sign-off
Use the hard-test harness + case detail pages to prove the exact build that went live.
Pilot programs
Give clinicians access to the staging dashboard so they can self-serve uploads before a contract exists.
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test-eval
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