Benchmarks & Analysis

Pilot quality dashboard for benchmark readiness, release activity, deployment health, and physician feedback closure.

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Benchmarking & Analysis

What this dashboard proves during the pilot

This view turns engineering progress into pilot evidence: benchmark case coverage, deployment discipline, feedback closure, and reviewer-facing Core System updates are all visible in one place.

Open case benchmarks
Case benchmark library

Specialty-filtered patients with source-derived reference sets and review scorecards.

Physician feedback loop

Open, active, and resolved issues tied to reviewer context and run details.

Release quality

CodeBuild, ECS, repository, and Core System package activity for each iteration.

Validation roadmap

Ready for physician adjudication, MIMIC credentialed validation, and investor reporting.

Investor View

Pilot traction snapshot

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Safety & Governance

Clinical guardrails

Advisory review only
Source-grounded outputs
Physician feedback loop
Audit-ready traceability
Doctor Onboarding

Fast review path

1Choose specialty
2Open best demo case
3Inspect evidence trace
4Submit review score

Daily GitHub Change Trend

Organization repositories in the progress snapshot. Generated -.

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Daily AWS Deployment and Service Activity

CodeBuild runs plus ECS deployment-completed events. Routine ECS steady-state messages are listed separately and not counted as deployments.

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Click this card to view deployment records.

Daily Task Burn-Down

Created tasks, resolved tasks, and active work remaining at the end of each day.

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CreatedResolvedActive at day end

Recent GitHub Activity

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Recent AWS Deployment Activity

Recent CodeBuild and ECS deployment activity from the AWS progress snapshot.

No recent AWS deployment activity found.

Environment Ownership

EnvironmentReposAWS resourcesStatus
Preproduction
https://pilot.aurevia-md.com
sufian-Core-Pilot, sufian-Core-Pilot-APIsufian-preprod-web, sufian-preprod-api, sufian-preprod-celeryActive rapid iteration
Production / old environment
Aurevia Core production AWS environment
Core-Pilot, Core-Pilot-APIProduction web, API, worker resourcesReference environment; update only when explicitly scheduled

Feedback Issue Tracker

Growing sheet of open and resolved clinical feedback items. Engineers can close these from the Core System page.

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