Opening AI Operations

Confirming administrator access and loading support queues.

Local demo data. Nothing here is connected to Supabase or a customer account.
Local simulation
Support → verified improvement

AI Operations Dashboard

Give customers a safe answer now, then carry verified improvements through engineering and owner-controlled release gates.

Human review stays in control

This dashboard prepares work and records evidence. It never sends a customer message, deploys code, or grants a credit.

Owner approves deploy Owner approves “live” Owner approves credit
Open cases
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Across all stages
Incoming
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Need a safe first response
Avg first response
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Created to human-recorded response
Bug → deploy
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Only verified recorded releases
Owner gates waiting
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Deploy, live follow-up, or credit
Queues

What needs attention now

Not loaded yet

Incoming cases

0
Safe response and triage needed

Engineering

0
Queued, implementing, or verifying

Deploy approval

0
Verified work awaiting owner decision or release record

Customer follow-up

0
Waiting on release, owner review, or manual send
Administrator-only internal queue

Engineering coordinator inbox 0

Owner-confirmed, privacy-minimized requests are stored here with durable revisions and audit history.

No Codex Desktop connection
A separate trusted local coordinator may poll this queue in a later release only after its own approvals and risk checks. This dashboard does not poll, deliver, or launch an agent.
Improvement feed

Feedback becoming product work

Every case is classified as documentation, UX, bug, or feature work.

Demand signal

Common support topics

Based on recorded support cases, not raw chatbot text.

Boundaries

What the dashboard cannot do

No customer-facing autosend. Sensitive billing, payment, data, privacy, access, signature, conflict, and incident cases stay human-reviewed.
Approval records do not execute deployments. A release reference and verification evidence must be recorded separately.
Goodwill can be recommended and approved here, but granting it remains an external owner action.
Support case

Case details