Cross-Functional Insights

Correlated signals across Production, Quality, Maintenance and EHS — with human-in-the-loop review.

Correlated alerts (7d)

Shared root causes

Pending recommendations

Site risk score

62 / 100

Correlated events graph (concept)

Visualization placeholder: links events between modules over time

Mocked correlation graph would render here once telemetry is connected.

Root cause cluster: Mixer-204 vibration

Human review required

Linked to 3 yield deviations, 1 CAPA in progress and 2 maintenance work orders this month.

Confidence 91%

xfn-cluster-v2.0

Refreshed 2 min ago

Sources: DEV-5503, DEV-5491, CAPA-118, WO-9012

Site risk score elevated due to filling-line reliability

Human review required

Combined production, maintenance and EHS signals on Filling Line-03 push site risk above tolerance.

Confidence 83%

site-risk-v1.6

Refreshed 2 min ago

Sources: WO-9011, INC-2203, BMR-22441

AI recommendation review queue

ID	Recommendation	Modules	Severity	Confidence	Owner	Status
REC-3301	Pause Filling Line-03 for emergency PM	Production, Maintenance	Critical	91%	A. Khan	Pending
REC-3302	Expand CAPA-118 scope to Pune Plant	QA	High	81%	S. Iyer	Pending
REC-3303	Reorder Reagent R-44 for QC release	Store, QC	Medium	74%	M. Rao	Approved
REC-3304	Block C Shift B safety walkthrough	EHS	Medium	76%	D. Shah	Pending

Monthly operational intelligence summary

Auto-generated narrative; reviewer must approve before distribution

April performance shows improving CAPA effectiveness (89%, +2 pts) and reduced incident count, offset by elevated yield variance on Line-03 driven by Mixer-204 reliability issues. Recommend prioritizing predictive maintenance work orders REC-3301 and expanding CAPA-118 scope.

Generated by summary-genai-v2.1 · Refreshed 14 min ago · Awaiting reviewer