CURRENT PHARMA PROCESS

Oral Liquid Manufacturing Intelligence

Unified batch, process, quality, supply, equipment and automation intelligence across the EES manufacturing data layer.

ACTIVE BATCHBATCH-2026-0807-A Last refresh: Demo snapshot

Batch Yield98.42%Target ≥ 97.50%

CPP Conformance99.18%1 out-of-spec event

QC Pass Rate98.90%Quality release trending stable

Packaging Reject0.41%17 rejected bottles

Material Fulfillment100.00%All required materials issued

Open Deviations23 deviations total

Batch IntelligenceCanonical Pharma manufacturing context

IN PROCESS

ProductOral Liquid — Cherry

Planned Quantity4,200 bottles

Bulk ExcipientGlycerin

Manufacturing StagePackaging / QA

Batch Yield98.42%

Material Fulfillment100%

Operational HealthCross-domain manufacturing intelligence

Process97%

Quality99%

Supply100%

Equipment94%

PROCESS SIGNALMixing temperature stable

Current process values remain inside the modeled operating envelope.

QUALITY SIGNALQC release performance healthy

Pass rate remains above the portfolio demonstration threshold.

ASSET SIGNAL1 equipment watch item

Cycle-time behavior is elevated on Packaging Line 2.

PHARMA PROCESS

Batch Process Intelligence

Manufacturing stage visibility derived from the unified process dataset.

WarehouseComplete

→

WeighingComplete

→

BulkComplete

→

MixingComplete

→

HoldComplete

→

PackagingActive

→

QAPending

Process PerformanceBatch stage performance indicators

WarehouseWeighingBulkMixingHoldPackaging

Packaging PerformanceMaterial fulfillment and bottle output

4,183Accepted bottles

17Rejected

0.41%Reject rate

17Shortage

CPP ANALYTICS

Critical Process Parameter Intelligence

Process conformance and out-of-spec signal review.

CPP Conformance99.18%

OOS Events1

Parameters Tracked4

TrendStable

CPP PerformanceTemperature · Pressure · Mixing Speed · Fill Weight

QUALITY

Quality Performance

Batch quality intelligence and disposition indicators.

98.9%QC PASS

Test	Result	Status
Appearance	Conforms	PASS
pH	5.42	PASS
Viscosity	1,245 cP	PASS
Fill Weight	Within range	PASS

SUPPLY

Material Fulfillment Intelligence

Material issue, fulfillment and packaging supply visibility.

Fulfillment100%

Materials8 / 8

Bulk AvailableYES

FG Shortage17

Material	Required	Issued	Status
Purified Water	1,850 kg	1,850 kg	FULFILLED
Glycerin	410 kg	410 kg	FULFILLED
Cherry Flavor	24 kg	24 kg	FULFILLED
Bottles	4,200	4,200	FULFILLED

DEVIATIONS

Manufacturing Exception Intelligence

Open and historical deviations associated with the active batch.

ID	Area	Description	Severity	Status
DEV-0261	Packaging	Elevated reject count during startup	Medium	OPEN
DEV-0260	Mixing	Transient CPP excursion	Low	OPEN
DEV-0258	Warehouse	Material scan reconciliation	Low	CLOSED

EQUIPMENT

Asset Health & Reliability

Equipment health, cycle behavior and reliability-focused intelligence.

MIX-101Mix Vessel

98Health Score

HT-201Hold Tank

96Health Score

PKG-202Packaging Line 2

84Cycle-time watch

PMP-114Transfer Pump

95Health Score

Cycle-Time Anomaly MonitorAsset Health Analytics integrated into v3

AUTOMATION

Manufacturing Intelligence Pipeline

Status derived from the automation workflow represented in the v3 Shiny application.

01Load Data

02Clean Data

03Calculate KPIs

04Generate Charts

05Export Dashboard

06Generate Report

07Notification

Pipeline ControlPortfolio simulation

Ready for demonstration.

Recent Execution LogSimulated static-demo execution

2026-08-07 01:21:02 [INFO] Automation completed successfully
2026-08-07 01:20:58 [INFO] Report generated successfully
2026-08-07 01:20:53 [INFO] Manufacturing charts created successfully
2026-08-07 01:20:48 [INFO] KPI calculations completed

REPORTS

Report Center

Generated Manufacturing Intelligence artifacts.

3Report artifacts available

RmdSource

PNGCPP

PNGQuality

Current ReportEES pharmaceutical manufacturing intelligence

EES_Pharma_Manufacturing_Report.Rmd

Combines process, quality and operational analytics into the v3 reporting layer.

DATA EXPLORER

EES Data Explorer

Read-only demonstration of datasets exposed through the unified platform.

ees_data_platform

SQL PREVIEWSELECT * FROM analytics.production_dashboard LIMIT 25;

BATCH HISTORY

Canonical Pharma Batch History

Historical batch context available to Manufacturing Intelligence.

Batch	Product	Yield	QC Pass	Disposition
BATCH-2026-0807-A	Oral Liquid — Cherry	98.42%	98.90%	IN PROCESS
BATCH-2026-0806-C	Oral Liquid — Grape	99.01%	100%	RELEASED
BATCH-2026-0805-B	Oral Liquid — Orange	97.88%	99.40%	RELEASED