CVRL Lab Intelligence OS

Director Dashboard

Operational snapshot · 24 Jun 2026 · 10:30 GST

Director Summary

CVRL Lab Intelligence OS

CVRL Lab Intelligence OS is designed as an operational intelligence layer above laboratory workflows. It does not replace CVRL scientists or quality officers. It helps leadership track samples, protect SLA, trace results, identify bottlenecks, and improve daily operations through a CVRL-owned secure database.

Synthetic dataCVRL-owned architectureDecision-support only
Interactive demo: every KPI card, alert, and bottleneck below is a clickable shortcut to the filtered operational data behind it.

Director AI Summary

Generated 10:00 GST · on-prem model

CVRL is operating at 96% SLA compliance — a 2-point dip versus the prior week. Two systemic pressures are driving the shortfall: a Virology reagent supply gap impacting FAVN and PCR throughput, and a Bacteriology staffing thin spot on the afternoon shift. Together these account for roughly 68% of current overdue samples. Two short-term interventions — analyst reallocation and an expedited Mueller-Hinton order — are projected to recover compliance to ≥ 92% within 7 days. No critical safety findings.Director attention required on 4 critical actions below.

Confidence 0.86PII redactedNo PHI shared externally

System Health

  • Primary database
    PostgreSQL · 99.99% / 30d
    online
  • SLA engine
    Evaluating every 60s
    online
  • Audit log stream
    WORM storage · 14,832 events / 24h
    online
  • AI analysis service
    On-prem · last run 04:00 GST
    online
  • Encrypted backup
    Last snapshot 06:12 · next 18:00
    degraded
  • LIMS connector
    Bi-directional sync · 0 errors
    online
Region: CVRL-Primary Next backup 18:00

Samples at Risk

Live SLA exposure · sorted by deadline

SampleDepartmentSLA DeadlineRiskReasonRecommended Action
CVRL-2026-000118
Dog · Antibody Titer
Others
Jun 23, 02:30 AM
Overdue by 32h
CriticalSample integrity flagged at intakeExpedite reagent restock
CVRL-2026-000142
Cat · Parasitology Screen
Others
Jun 23, 02:30 AM
Overdue by 32h
CriticalAnalyst capacity saturatedTrigger backup instrument
CVRL-2026-000106
Fish · Parasitology Screen
Food Analysis
Jun 23, 03:30 AM
Overdue by 31h
CriticalReagent stock below thresholdExpedite reagent restock
CVRL-2026-000154
Horse · Histopathology
Others
Jun 23, 07:30 AM
Overdue by 27h
CriticalInstrument awaiting calibrationExpedite reagent restock
CVRL-2026-000206
Fish · Histopathology
Food Analysis
Jun 23, 08:30 AM
Overdue by 26h
CriticalResult pending senior reviewNotify client of revised TAT
CVRL-2026-000216
Cat · ELISA
Others
Jun 23, 08:30 AM
Overdue by 26h
CriticalReagent stock below thresholdReassign to available analyst
CVRL-2026-000221
Sheep · Parasitology Screen
Haematology/Biochemistry
Jun 23, 10:30 AM
Overdue by 24h
CriticalResult pending senior reviewEscalate to department lead
View more detailscharts · trends · security

Samples by department

Click a department to drill in

SLA compliance by department

Click a bar to open SLA details

Delays by reason

Weekly sample volume

Overdue samples trend