SmartVaccinationBatchTraceabilityUtility

Smart Vaccination Batch Traceability

Vet veterinary veterinary vaccines animal health adjuvants aquaculture batch release CSV→JSON

Utility description: Smart Vaccination Batch Traceability

Smart Vaccination Batch Traceability Utility — Intelligent Vaccine Traceability

ℹ️ Utility performs comprehensive verification of specific vaccine dose readiness for administration, integrating IoT monitoring data and medical assignments according to WHO Global Vaccine Action Plan:
• Digital Twin of Dose: Verification of unique Serial Number against database.
• Cold Chain: Analysis of maximum and minimum temperatures throughout storage period.
• Post-Open Stability: Control of time elapsed since multi-dose vial opening.
• Patient Safety: Confirmation of dose assignment to specific patient before scanning.

⚠️ IMPORTANT:
• Utility is designed for use at the point of care (pre-injection).
• Any temperature breach or expiry blocks the administration process.

Usage:
SmartVaccinationBatchTraceabilityUtility.exe → demo mode (console output)
SmartVaccinationBatchTraceabilityUtility.exe input.csv output.json → evaluate your data

Input format:
SerialNumber,BatchNumber,ProductName,ExpiryDate,MaxTempRecorded_C,MinTempRecorded_C,AllowedMaxTemp_C,AllowedMinTemp_C,IsOpened,OpenedTime,DiscardAfterHours,PatientID

Example:
SN-001,BATCH-A,Flu,2026-12-31,6.5,3.0,8.0,2.0,false,2026-01-01,0,PAT-123

📍 Scope of Application (Usage Where):
• Vaccination Points: Rapid dose check by nurse before injection.
• Pharmacies: Quality control of dispensed immunobiological products.
• Distributor Warehouses: Receipt and shipment considering temperature logs.
• Pharmacovigilance: Precise tracking of batches linked to adverse events.

— WHY IS THIS NEEDED?
Traditional paper-based checks cannot guarantee that a specific vial was not overheated in transit.
Integration with IoT sensors allows decision-making based on real data about each product unit's condition.
This is critically important for maintaining trust in immunization programs and preventing administration of ineffective products.

⚠️ CRITICAL:
• Cold Chain Breach: Even short-term temperature exceedance can denature vaccine proteins.
• Post-Open Stability: Risk of bacterial contamination increases every hour after opening.
• Expiry Date: Use of expired vaccines is unacceptable under any circumstances.
• Patient Match: Error in patient selection may lead to administration of wrong dose or loss of vaccination schedule control.

Key features:
• Real-time temperature data integration
• Automatic calculation of remaining post-open shelf life
• Administration blocking upon risk detection
• Support for serialization standards (GS1)
• Audit trail generation for each manipulation

Critical parameters:
• Max/Min Temp: Within 2-8°C (or as specified by manufacturer)
• Hours Since Open: < 6 or 24 hours (depending on type)
• Expiry Date: Must be in the future
• Patient ID: Must match assignment

💡 Usage tips:
1. Scanning: Use 2D scanners for reading DataMatrix codes with serial numbers.
2. Synchronization: Ensure device clock is synchronized with server.
3. Training: Medical staff must understand the importance of each system warning.
4. Backup: Data on administered doses must be immediately transmitted to vaccination registry.
5. Disposal: Automatically mark rejected doses in inventory system.

⚠️ Note: This utility is a patient safety tool. It does not replace clinical examination but guarantees pharmaceutical quality of administered product.

input.csv

SerialNumber,BatchNumber,ProductName,ExpiryDate,MaxTempRecorded_C,MinTempRecorded_C,AllowedMaxTemp_C,AllowedMinTemp_C,IsOpened,OpenedTime,DiscardAfterHours,PatientID
SN-VAC-2026-001,BATCH-2026-A,Influenza Vaccine,2026-12-31,6.5,3.0,8.0,2.0,false,2026-01-01,0,PAT-12345
SN-VAC-2026-002,BATCH-2026-B,MMR Vaccine,2026-05-01,5.0,2.5,8.0,2.0,true,2026-06-08 08:00:00,6,PAT-67890
SN-VAC-2026-003,BATCH-2026-C,Hepatitis B,2027-01-15,9.5,4.0,8.0,2.0,false,2026-01-01,0,PAT-11223

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of SmartVaccinationBatchTraceabilityUtility for Smart Vaccination Batch Traceability Utility.

Domain limits URS input.csv FS IQ/OQ/PQ

Domain limits and critical parameters

Key fragments from the source description are shown below. Before production use, limits must be verified against the approved specification, registration dossier and local SOPs.

ℹ️ Utility performs comprehensive verification of specific vaccine dose readiness for administration, integrating IoT monitoring data and medical assignments according to WHO Global Vaccine Action Plan:
SerialNumber,BatchNumber,ProductName,ExpiryDate,MaxTempRecorded_C,MinTempRecorded_C,AllowedMaxTemp_C,AllowedMinTemp_C,IsOpened,OpenedTime,DiscardAfterHours,PatientID
This is critically important for maintaining trust in immunization programs and preventing administration of ineffective products.
⚠️ CRITICAL:
Critical parameters:
• Hours Since Open: < 6 or 24 hours (depending on type)
• Expiry Date: Must be in the future
• Patient ID: Must match assignment
3. Training: Medical staff must understand the importance of each system warning.
4. Backup: Data on administered doses must be immediately transmitted to vaccination registry.

URS — User Requirements Specification

ID	Requirement	Criticality	Acceptance criterion
URS-001	The utility shall accept an input.csv file for Smart Vaccination Batch Traceability Utility with headers defined in the data contract.	High	The file is processed without manual header editing.
URS-002	The utility shall perform deterministic QC evaluation without machine learning and without probabilistic conformance decisions.	High	Identical input data, rule version and configuration produce reproducible results.
URS-003	The utility shall validate mandatory fields, data types, ranges, units and domain plausibility.	High	Schema, conversion and range errors are explicitly reported.
URS-004	The utility shall apply domain limits and rules from the description, approved specification, registration dossier and local SOPs.	High	Each check has PASS/WARNING/FAIL and a clear message.
URS-005	The utility shall generate output.json with machine-readable results, source values, warnings, failures and critical findings.	High	JSON is suitable for LIMS/ELN/MES integration and QA/QC review.
URS-006	The utility shall preserve traceability between batch/sample, input file, applied rules and final status.	High	Output contains identifiers, checked parameters and audit metadata.
URS-007	The documentation shall support IQ/OQ/PQ, CSV/CSA and review by internal QA or inspectors.	Medium	URS, FS, input/output contract and test scenarios are supplied with the utility.
URS-008	The utility shall be used as a QC decision-support tool and not as a substitute for approved specifications and QA/QP release decision.	Medium	Documentation states change control and limit-verification expectations.

input.csv contract

#	Field	Type	Sample	Purpose
1	`SerialNumber`	string / controlled vocabulary	`SN-VAC-2026-001`	Controlled input parameter for deterministic QC rules.
2	`BatchNumber`	string / controlled vocabulary	`BATCH-2026-A`	Batch or lot identifier used for traceability.
3	`ProductName`	string / controlled vocabulary	`Influenza Vaccine`	Product or dosage-form name under evaluation.
4	`ExpiryDate`	string / controlled vocabulary	`2026-12-31`	Controlled input parameter for deterministic QC rules.
5	`MaxTempRecorded_C`	decimal	`6.5`	Temperature profile/MKT; storage, shipping and stability parameter.
6	`MinTempRecorded_C`	decimal	`3.0`	Temperature profile/MKT; storage, shipping and stability parameter.
7	`AllowedMaxTemp_C`	decimal	`8.0`	Temperature profile/MKT; storage, shipping and stability parameter.
8	`AllowedMinTemp_C`	decimal	`2.0`	Temperature profile/MKT; storage, shipping and stability parameter.
9	`IsOpened`	string / controlled vocabulary	`false`	Controlled input parameter for deterministic QC rules.
10	`OpenedTime`	string / controlled vocabulary	`2026-01-01`	Time parameter for process, incubation, storage or analytical workflow.
11	`DiscardAfterHours`	integer / decimal	`0`	Time parameter for process, incubation, storage or analytical workflow.
12	`PatientID`	string / controlled vocabulary	`PAT-12345`	Controlled input parameter for deterministic QC rules.

SerialNumber,BatchNumber,ProductName,ExpiryDate,MaxTempRecorded_C,MinTempRecorded_C,AllowedMaxTemp_C,AllowedMinTemp_C,IsOpened,OpenedTime,DiscardAfterHours,PatientID
SN-VAC-2026-001,BATCH-2026-A,Influenza Vaccine,2026-12-31,6.5,3.0,8.0,2.0,false,2026-01-01,0,PAT-12345
SN-VAC-2026-002,BATCH-2026-B,MMR Vaccine,2026-05-01,5.0,2.5,8.0,2.0,true,2026-06-08 08:00:00,6,PAT-67890
SN-VAC-2026-003,BATCH-2026-C,Hepatitis B,2027-01-15,9.5,4.0,8.0,2.0,false,2026-01-01,0,PAT-11223

Input validation rules

ID	Field	Rule	Criticality
VR-001	`SerialNumber`	The field shall match an approved dictionary or accepted string representation.	High
VR-002	`BatchNumber`	The field shall match an approved dictionary or accepted string representation.	High
VR-003	`ProductName`	The field shall match an approved dictionary or accepted string representation.	High
VR-004	`ExpiryDate`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-005	`MaxTempRecorded_C`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-006	`MinTempRecorded_C`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-007	`AllowedMaxTemp_C`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-008	`AllowedMinTemp_C`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-009	`IsOpened`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-010	`OpenedTime`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-011	`DiscardAfterHours`	The field shall match an approved dictionary or accepted string representation.	Medium
VR-012	`PatientID`	The field shall match an approved dictionary or accepted string representation.	Medium

FS — Functional Specification

ID	Function	Implementation
FS-001	CLI execution	Support execution modes: demo mode without arguments and production mode input.csv output.json.
FS-002	CSV import	Read input.csv in UTF-8/CSV-compatible format and validate header and expected columns.
FS-003	Schema validation	Check mandatory fields, column count, unknown key fields and empty mandatory values.
FS-004	Type conversion	Convert numeric, flag and text values; invalid format is recorded as a row-level error.
FS-005	Domain rule engine	Apply rules for Smart Vaccination Batch Traceability Utility, including critical limits from the description and approved specification.
FS-006	Status aggregation	Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-007	JSON export	Write output.json with detailed checks, source values, warnings, failures and critical findings.
FS-008	Audit support	Keep result structure suitable for review, deviation investigation and calculation reproduction.
FS-009	Integration contract	Support the scenario LIMS/ELN/MES → input.csv → utility → output.json → portal/admin review.
FS-010	Error handling	Return explicit messages for missing file, empty CSV, invalid schema, output write failure and invalid format.

Example output.json

{
  "utilityId": "smartvaccinationbatchtraceabilityutility",
  "utilityFolder": "SmartVaccinationBatchTraceabilityUtility",
  "package": "Vet",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "processedAtUtc": "2026-06-10T00:00:00Z",
  "checks": [
    {
      "parameter": "SerialNumber",
      "value": "SN-VAC-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-001"
    },
    {
      "parameter": "BatchNumber",
      "value": "BATCH-2026-A",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-002"
    },
    {
      "parameter": "ProductName",
      "value": "Influenza Vaccine",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-003"
    },
    {
      "parameter": "ExpiryDate",
      "value": "2026-12-31",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-004"
    },
    {
      "parameter": "MaxTempRecorded_C",
      "value": "6.5",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-005"
    },
    {
      "parameter": "MinTempRecorded_C",
      "value": "3.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-006"
    },
    {
      "parameter": "AllowedMaxTemp_C",
      "value": "8.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-007"
    },
    {
      "parameter": "AllowedMinTemp_C",
      "value": "2.0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-008"
    },
    {
      "parameter": "IsOpened",
      "value": "false",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-009"
    },
    {
      "parameter": "OpenedTime",
      "value": "2026-01-01",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-010"
    },
    {
      "parameter": "DiscardAfterHours",
      "value": "0",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-011"
    },
    {
      "parameter": "PatientID",
      "value": "PAT-12345",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-012"
    }
  ],
  "criticalFindings": [],
  "warnings": [],
  "audit": {
    "inputHash": "sha256:<calculated at runtime>",
    "rulesVersion": "<utility executable version>",
    "documentation": "SmartVaccinationBatchTraceabilityUtility.documentation.html"
  }
}

Traceability matrix

URS	FS	Test	Evidence
URS-001	FS-001, FS-002	OQ-001	Verify execution and import of valid input.csv.
URS-002	FS-005, FS-006	OQ-004	Repeat the same dataset and compare output.json.
URS-003	FS-003, FS-004, FS-010	OQ-002, OQ-003	Verify missing columns and invalid types.
URS-004	FS-005, FS-006	OQ-004, PQ-001	Verify critical deviations on real/boundary data.
URS-005	FS-007, FS-009	OQ-005	Verify JSON schema and downstream-system suitability.
URS-006	FS-008	OQ-006	Verify identifiers and audit metadata.
URS-007	FS-008, FS-010	IQ-001, OQ-007	Verify documentation completeness and control evidence.
URS-008	FS-005, FS-008	PQ-002	Verify review workflow and no replacement of QA decision.

IQ/OQ/PQ test scenarios

ID	Scenario	Expected result
IQ-001	Verify executable, input.csv, documentation and checksum availability.	Delivery set is complete; version is recorded.
OQ-001	Valid sample row from input.csv.	PASS or acceptable WARNING according to rules.
OQ-002	Remove a mandatory CSV column.	Schema error or FAIL with missing-column reference.
OQ-003	Place a non-numeric value into a numeric field.	Type-conversion error with row/field reference.
OQ-004	Set a critical parameter outside the limit.	FAIL and critical finding.
OQ-005	Verify output.json structure.	All mandatory sections are present and JSON is valid.
OQ-006	Verify batch/sample traceability.	Input and result identifiers match.
PQ-001	Verify 3–5 real user batches/samples.	Result is confirmed by QC/QA review.
PQ-002	Verify deviation workflow and manual QA decision.	Utility supports review but does not replace approved decision.

QA/QC and change control

Do not rename columns without updating validator, documentation and test set.
Retain input.csv, output.json, executable version and checksum.
Before production use, perform IQ/OQ/PQ or equivalent CSV/CSA verification.
Critical limits shall be verified against the approved specification, registration dossier and local SOPs.
The utility provides structured QC decision support; final release decision remains with QA/QP and approved procedures.

Included in packages

Vet — Veterinary QC Utilities

Vet is designed for veterinary pharmaceuticals and vaccines: adjuvants, antigens, autogenous vaccines, aquaculture, feed/premixes, antimicrobial and antiparasitic products, sterility and batch release.

Open