Platform Operations

Operational Analytics Across The GaiaLab Spine

This page reads the additive analytics layer directly: analysis throughput, workspace collaboration, export integrity, and cross-run trust signals. No analysis behavior changes here; this is a read-only surface over the new Postgres-backed telemetry.

Trust Surface Benchmark Surface
Snapshot Status
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Window: 30d | Breakdown limit: 6 | Recent records: 6
Evidence OS — Spine KPIs Raw JSON ↗
Total Analyses
Avg Grounding Rate
Tier I Trust Runs
Drug Candidates
Novel Hypotheses
Board Contributions
Window
Live Snapshot

Operational Pulse

Core platform metrics aggregated from analysis runs, workspace activity, and export audit history. These cards are intended for fast triage: throughput, grounding posture, export gate pressure, and collaboration intensity.

Alerts

Operational Alert Stack

Server-computed alerts derived from the additive analytics summary. This is the fast path for spotting degraded evidence quality, job execution pressure, and partial telemetry before digging into the lower-level charts.

Freshness

Telemetry Freshness

This layer shows whether each additive analytics surface is fresh, stale, idle, or unavailable. It helps distinguish “no activity” from “telemetry drift” without touching the live execution paths.

History Lens

Filter Alert History

This lens reads the durable alert-history ledger directly. Use it to isolate recurring alert codes, severity bands, or surfaces without changing the live summary snapshot above.

Filtered Alert Entries Per Day

Total: --
Trend view for the currently selected alert-history filters.

Filtered Severity Mix

Severity breakdown for the currently selected alert-history filter set.

Filtered Surface Mix

Surface breakdown for the currently selected alert-history filter set.

Filtered Recent Alerts

Recent durable alert entries matching the selected history filters.
Snapshot History

Analytics Summary Replay

This layer shows persisted summary snapshots captured from the live analytics endpoint. It helps separate a one-off spike from a durable platform trend.

Summary Captures Per Day

Total: --
Daily count of persisted analytics summary snapshots.

Snapshot State Mix

Healthy, stale, and degraded summary captures across the selected window.

Recent Summary Captures

Recent persisted summary captures with alert and freshness pressure.
Trends

Volume And Gate Flow

Daily trend lines over the selected analytics window. These help distinguish a quiet platform from a degraded one: flat traffic, rising blocked exports, and absent workspace activity look very different.

Analysis Runs Per Day

Total: --
Completed analysis sessions captured by the additive analytics store.

Workspace Activity Per Day

Total: --
Durable collaboration events: joins, comments, decisions, outcomes, and file activity.

Report Exports Per Day

Total: --
Attempted report exports after readiness gating and audit logging.

Jobs Per Day

Total: --
Durable queued, running, completed, and failed jobs across the platform.

Progress Events Per Day

Total: --
Stage-level analysis progress events captured for replay and flow diagnostics.

Alert Entries Per Day

Total: --
Durable alert-history captures written from the operational alert stack over the selected window.
Breakdowns

Where The Activity Concentrates

Breakdowns expose which disease contexts dominate the queue, which collaboration events are recurring, and how export outcomes are distributed across the current analytics window.

Top Disease Contexts

Disease contexts observed in completed analysis runs.

Workspace Event Mix

Which collaboration activities dominate the workspace ledger.

Export Outcome Mix

Generated, blocked, and failed export attempts in the current window.

Job Type Mix

Which asynchronous job classes are dominating the current window.

Progress Stage Mix

Which analysis stages account for the most recorded progress events.

Most Active Routes

Client and frontend routes with the highest recent event volume.

Alert Code Mix

Which alert codes recur most often in the durable alert-history ledger.
Recent Records

Newest Runs And Exports

Recent records provide just enough fidelity to inspect what happened most recently without leaving the page. This is intentionally operational, not a scientific result viewer.

Recent Analyses

Latest runs written into the additive analysis summary store.

Recent Exports

Newest audited report exports, including blocked or failed outcomes.

Recent Jobs

Newest telemetry-backed jobs with their current status and stage.

Recent Progress Events

Newest stage updates captured by the analysis progress replay layer.

Recent Alert History

Most recent persisted alert entries captured from the operational alert stack.
Cross-Analysis Intelligence

Population Insights

Aggregated patterns across every GaiaLab analysis run — most frequently implicated genes, top predicted drug candidates, recurring pathway signatures, and drug–disease co-occurrence.

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