TOPIC EXPLORER

Swab Sampling

Direct surface sampling, location selection and material compatibility.

5 connected references

Practical guidance

Practical guidance

FDA Challenges a Visual-Only Cleaning Validation Strategy

A 2026 FDA warning letter to Dabur India rejects a shared-equipment cleaning programme that relied exclusively on visual inspection. The objection is narrower than it appears — and it turns on missing quantitative limits, not on visual inspection itself.

Practical guidance

What FDA Has Been Citing in Cleaning Validation: The Recurring Themes of 2025–2026

Twelve FDA warning letters issued between 3 December 2024 and 24 July 2026 cite cleaning and cross-contamination control. Read together rather than case by case, they stop looking like twelve incidents and start looking like one audit checklist: worst-case selection, hold times, recovery, MACO justification, visual-only strategies, sampling locations, change control and lifecycle management — in that order of frequency.

Practical guidance

AI Enters Continued Cleaning Process Verification — but the Statistics Come First

A January 2026 AAPS PharmSciTech paper proposes normalising every residue result to a percentage of its own specification limit, so that cleaning data from different products can finally be pooled, analysed non-parametrically and monitored as a Stage 3 capability index. The statistical argument is the substance; the AI framing is thinner than the title suggests.

Practical guidance

Should Cleaning Validation Extend Into the QC Laboratory?

A 2025 DARU Journal of Pharmaceutical Sciences study builds a structured cleaning-validation protocol for QC-lab glassware and stainless-steel equipment, using oxcarbazepine as worst-case API and pairing HPLC residue analysis with conductivity and TOC detergent checks.

Practical guidance

Lab, At-Line, Online, In-Line: Where Does TOC Fit?

TOC can live on the QC bench, on the shop floor next to the vessel, or plumbed into the CIP skid. The instrument is the same; the sampling chain — and therefore the meaning of the number — is not.