AAS_Catalyst_Residues_Pd_Pt_Rh
AAS Catalyst Residues Pd Pt Rh
Utility description: AAS Catalyst Residues Pd Pt Rh
AAS Catalyst Residues Pd Pt Rh — Control of Residual Catalysts (Pd, Pt, Rh) ℹ️ Utility checks critical parameters of platinum group metals content: • Palladium (Pd): ≤10.0 ppm • Platinum (Pt): ≤10.0 ppm • Rhodium (Rh): ≤10.0 ppm • PGM Sum (Pd+Pt+Rh): ≤10.0 ppm ⚠️ CRITICAL: Exceeding limits → toxicity and drug registration failure! Catalysts are used in cross-coupling reactions (Suzuki, Heck) and must be removed. Usage: AAS_Catalyst_Residues_Pd_Pt_Rh.exe → demo mode (console output) AAS_Catalyst_Residues_Pd_Pt_Rh.exe input.csv output.json → evaluate your data Input format: BatchNumber,PalladiumPPM,PlatinumPPM,RhodiumPPM,PGMSumPPM Example: API-CAT-2026-001,2.5,0.5,0.1,3.1 — WHY IS THIS NEEDED? Platinum group metals (Pd, Pt, Rh) are widely used as catalysts in API organic synthesis. • They have high catalytic activity but also human toxicity. • ICH Q3D guideline and pharmacopoeias (USP <232>, Ph. Eur. 5.20) set strict Permitted Daily Exposure (PDE) limits. • Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows precise determination of trace amounts of these metals. • Control is necessary at the substance purification stage and in the final API. ⚠️ CRITICAL: • Palladium (Pd) is the most common contaminant due to the popularity of cross-coupling reactions. • Platinum (Pt) and Rhodium (Rh) are also frequently used in hydrogenation and other processes. • The total limit (10 ppm) is conservative and often applied to parenteral products. For oral forms, limits may be higher (e.g., up to 100 ppm for Pd in some cases), but always require justification. • Sample preparation must include complete mineralization (microwave digestion) to dissolve metals. Key features: • Control of three main platinum group metals. • Check of individual and total content. • Compliance with ICH Q3D and USP <232> requirements. Critical parameters: • Palladium: ≤10.0 ppm • Platinum: ≤10.0 ppm • Rhodium: ≤10.0 ppm • PGM Sum: ≤10.0 ppm 💡 Usage tips: 1. Use Graphite Furnace AAS (GFAAS) on MGA-1000 to achieve low detection limits (ppb level). 2. Apply matrix modifiers to stabilize Pd, Pt, Rh atoms during atomization. 3. Calibrate the instrument using standard solutions of Pd, Pt, Rh in the same acid matrix as samples (usually HNO3/HCl). 4. Monitor reagent blank to exclude background. 5. If content is close to the limit, confirm the result by ICP-MS. ⚠️ Note: Palladium can form volatile compounds under certain digestion conditions, so it is important to use sealed microwave digestion systems.
input.csv
BatchNumber,Pd_ppm,Pt_ppm,Rh_ppm,Sum_ppm API-CAT-2026-001,2.5,0.5,0.1,3.1 API-CAT-2026-002,8.0,1.0,0.5,9.5 API-FAIL-2026-003,12.0,0.5,0.1,12.6
Utility description
AAS Catalyst Residues Pd Pt Rh — Control of Residual Catalysts (Pd, Pt, Rh) ℹ️ Utility checks critical parameters of platinum group metals content: • Palladium (Pd): ≤10.0 ppm • Platinum (Pt): ≤10.0 ppm • Rhodium (Rh): ≤10.0 ppm • PGM Sum (Pd+Pt+Rh): ≤10.0 ppm ⚠️ CRITICAL: Exceeding limits → toxicity and drug registration failure! Catalysts are used in cross-coupling reactions (Suzuki, Heck) and must be removed. Usage: AAS_Catalyst_Residues_Pd_Pt_Rh.exe → demo mode (console output) AAS_Catalyst_Residues_Pd_Pt_Rh.exe input.csv output.json → evaluate your data Input format: BatchNumber,PalladiumPPM,PlatinumPPM,RhodiumPPM,PGMSumPPM Example: API-CAT-2026-001,2.5,0.5,0.1,3.1 — WHY IS THIS NEEDED? Platinum group metals (Pd, Pt, Rh) are widely used as catalysts in API organic synthesis. • They have high catalytic activity but also human toxicity. • ICH Q3D guideline and pharmacopoeias (USP <232>, Ph. Eur. 5.20) set strict Permitted Daily Exposure (PDE) limits. • Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows precise determination of trace amounts of these metals. • Control is necessary at the substance purification stage and in the final API. ⚠️ CRITICAL: • Palladium (Pd) is the most common contaminant due to the popularity of cross-coupling reactions. • Platinum (Pt) and Rhodium (Rh) are also frequently used in hydrogenation and other processes. • The total limit (10 ppm) is conservative and often applied to parenteral products. For oral forms, limits may be higher (e.g., up to 100 ppm for Pd in some cases), but always require justification. • Sample preparation must include complete mineralization (microwave digestion) to dissolve metals. Key features: • Control of three main platinum group metals. • Check of individual and total content. • Compliance with ICH Q3D and USP <232> requirements. Critical parameters: • Palladium: ≤10.0 ppm • Platinum: ≤10.0 ppm • Rhodium: ≤10.0 ppm • PGM Sum: ≤10.0 ppm 💡 Usage tips: 1. Use Graphite Furnace AAS (GFAAS) on MGA-1000 to achieve low detection limits (ppb level). 2. Apply matrix modifiers to stabilize Pd, Pt, Rh atoms during atomization. 3. Calibrate the instrument using standard solutions of Pd, Pt, Rh in the same acid matrix as samples (usually HNO3/HCl). 4. Monitor reagent blank to exclude background. 5. If content is close to the limit, confirm the result by ICP-MS. ⚠️ Note: Palladium can form volatile compounds under certain digestion conditions, so it is important to use sealed microwave digestion systems.
URS & FS — User Requirements and Functional Specification
This document describes the controlled interface, user requirements and functional behaviour of AAS_Catalyst_Residues_Pd_Pt_Rh. The utility is intended for automated verification of laboratory, pharmacopoeial, analytical or manufacturing QC parameters using input.csv and producing a structured output.json result.
Domain limits and critical parameters
- • Palladium (Pd): ≤10.0 ppm
- • Platinum (Pt): ≤10.0 ppm
- • Rhodium (Rh): ≤10.0 ppm
- • PGM Sum (Pd+Pt+Rh): ≤10.0 ppm
- ⚠️ CRITICAL: Exceeding limits → toxicity and drug registration failure!
- • They have high catalytic activity but also human toxicity.
- • ICH Q3D guideline and pharmacopoeias (USP <232>, Ph. Eur. 5.20) set strict Permitted Daily Exposure (PDE) limits.
- • Atomic Absorption Spectrometry (AAS) on Lumex MGA-1000 allows precise determination of trace amounts of these metals.
- • Control is necessary at the substance purification stage and in the final API.
- • Palladium (Pd) is the most common contaminant due to the popularity of cross-coupling reactions.
- • Platinum (Pt) and Rhodium (Rh) are also frequently used in hydrogenation and other processes.
- • The total limit (10 ppm) is conservative and often applied to parenteral products. For oral forms, limits may be higher (e.g., up to 100 ppm for Pd in some cases), but always require justification.
- • Sample preparation must include complete mineralization (microwave digestion) to dissolve metals.
- • Control of three main platinum group metals.
- • Check of individual and total content.
- • Compliance with ICH Q3D and USP <232> requirements.
URS — User Requirements Specification
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The utility shall accept an input.csv file with exact headers defined in the data contract. | High | The file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic evaluation for AAS Catalyst Residues Pd Pt Rh using input values, approved limits and domain rules. | High | Each row receives a PASS / WARNING / FAIL status. |
| URS-003 | The utility shall validate mandatory fields, data types, numeric ranges, units and domain plausibility. | High | Schema, format and conversion errors are explicitly reported. |
| URS-004 | The utility shall identify critical deviations for parameters stated in the method description and specification. | High | A critical deviation causes FAIL or a dedicated critical finding. |
| URS-005 | The utility shall generate output.json with machine-readable results, source values, warnings and failures. | High | JSON is suitable for LIMS/ELN/MES integration, QA/QC review and archival. |
| URS-006 | The result shall not depend on machine learning or undocumented heuristics. | Medium | All decisions are based on explicit rules, thresholds and input values. |
| URS-007 | The system shall preserve traceability between batch/sample, input data, applied rules and final status. | High | The output contains the batch/sample identifier and checked parameters. |
| URS-008 | The documentation shall support IQ/OQ/PQ preparation and inspection discussion. | Medium | URS, FS, CSV/JSON contract and test scenarios are supplied with the utility. |
| URS-009 | The utility shall support batch processing of multiple input.csv rows. | Medium | Each row is evaluated independently; errors in one row do not mask errors in others. |
| URS-010 | The utility shall support a simple operating model: demo mode and execution with input/output files. | Medium | The CLI scenario is reproducible in test and production environments. |
input.csv contract
| # | Field | Type | Sample | Purpose |
|---|---|---|---|---|
| 1 | BatchNumber | string | API-CAT-2026-001 | Batch or lot identifier used for traceability, review and deviation investigation. |
| 2 | Pd_ppm | decimal | 2.5 | Palladium content; critical residual catalyst / elemental impurity parameter. |
| 3 | Pt_ppm | decimal | 0.5 | Platinum content; controlled residual catalyst / elemental impurity parameter. |
| 4 | Rh_ppm | decimal | 0.1 | Rhodium content; controlled residual catalyst / elemental impurity parameter. |
| 5 | Sum_ppm | decimal | 3.1 | Aggregate metric used to assess combined risk and conformance to a total limit. |
BatchNumber,Pd_ppm,Pt_ppm,Rh_ppm,Sum_ppm API-CAT-2026-001,2.5,0.5,0.1,3.1 API-CAT-2026-002,8.0,1.0,0.5,9.5 API-FAIL-2026-003,12.0,0.5,0.1,12.6
FS — Functional Specification
| ID | Function | Implementation |
|---|---|---|
| FS-001 | CSV import | Read input.csv in UTF-8/CSV-compatible format and validate the header and expected columns. |
| FS-002 | Schema validation | Check mandatory fields, column count, critical missing values and row structure. |
| FS-003 | Type conversion | Convert numeric, flag and text values; invalid formats are recorded as row-level errors. |
| FS-004 | Domain rule engine | Apply domain rules for AAS Catalyst Residues Pd Pt Rh, including limits from the utility description and approved specification. |
| FS-005 | Status aggregation | Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance. |
| FS-006 | JSON export | Write output.json with detailed checks, source values, warnings, failures and critical findings. |
| FS-007 | Audit support | Keep the result structure suitable for review, deviation investigation, calculation reproduction and IQ/OQ/PQ preparation. |
| FS-008 | Integration contract | Support the production scenario: LIMS/ELN/MES creates input.csv, the utility returns output.json, and the portal displays description and documentation. |
| FS-009 | Error handling | Report errors unambiguously and do not substitute missing values with calculated values unless the rule is explicitly defined. |
| FS-010 | Version control support | Document the utility version, input contract, executable checksum and rule application date. |
Example output.json
{
"utilityId": "aas-catalyst-residues-pd-pt-rh",
"utilityName": "AAS_Catalyst_Residues_Pd_Pt_Rh",
"overallStatus": "PASS|WARNING|FAIL",
"sourceFile": "input.csv",
"checks": [
{
"parameter": "BatchNumber",
"value": "API-CAT-2026-001",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Pd_ppm",
"value": "2.5",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Pt_ppm",
"value": "0.5",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Rh_ppm",
"value": "0.1",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
},
{
"parameter": "Sum_ppm",
"value": "3.1",
"status": "PASS|WARNING|FAIL",
"message": "Rule-based check result"
}
],
"criticalFindings": [],
"warnings": [],
"generatedFor": "QA/QC review and LIMS integration"
}
Traceability matrix
| URS | FS | OQ/PQ coverage |
|---|---|---|
| URS-001, URS-003 | FS-001, FS-002, FS-003 | OQ-001/OQ-002/OQ-003 |
| URS-002, URS-004 | FS-004, FS-005 | OQ-004/PQ-001 |
| URS-005, URS-007 | FS-006, FS-007 | OQ-005/PQ-002 |
| URS-008, URS-010 | FS-008, FS-010 | IQ-001/OQ-006 |
OQ/PQ test scenarios
| ID | Scenario | Expected result |
|---|---|---|
| OQ-001 | Valid sample row | PASS or acceptable WARNING according to the rules. |
| OQ-002 | Mandatory column missing | Schema error or FAIL. |
| OQ-003 | Non-numeric value in numeric field | Type-conversion error. |
| OQ-004 | Critical parameter outside limit | FAIL and critical finding. |
| OQ-005 | Multiple rows with different statuses | Independent row-level evaluation. |
| PQ-001 | User real batch/sample | Reviewed result with retained input/output files. |
QA/QC and change control
- Do not rename columns without updating the validator, documentation and test set.
- Retain
input.csv,output.json, executable version, documentation and checksum. - Before production use, perform IQ/OQ/PQ or equivalent CSV/CSA verification.
- Critical limits must be verified against the approved specification, local SOPs and registration dossier.
Included in packages
Lumex QC Suite
A single Lumex package combining the former Lumex and Lumex2 sets: instrumental and general pharmaceutical QC, AAS/ICP, CE, HPLC, NIR/PAT, stability, dissolution, content uniformity, system suitability and statistical control.
OpenRadiology QC Suite
QC package for radiology and diagnostic imaging: radiopharmaceuticals, PET/SPECT, contrast media, iodinated and gadolinium products, plus particle, sterility and endotoxin checks.
OpenToxicology QC Suite
QC utility package for toxicologically relevant risks: genotoxic impurities, residual solvents, elemental impurities, heavy metals, mercury, mycotoxins, pesticides, extractables/leachables and degradation impurities.
Open