Pharmaceutical Calculation Suite
Answers one narrow question: if residue were present at your cleaning acceptance limit, could a qualified inspector see it? The margin is reported as ASTM E3263's Visual Detection Index — and a passing verdict is a screening result, not a qualification.
This calculator answers one narrow question: if residue were present at your cleaning acceptance limit, could a qualified inspector see it? It compares the surface residue limit (SRL) derived from your MACO against the visual detection threshold (VDT) you supply — the lowest residue level per square centimetre that inspectors can reliably see, which ASTM E3263 calls the visual residue limit (VRL) — and reports the margin between them as the standard's Visual Detection Index.
A passing verdict is a screening result, not a qualification. E3263 (§1.4, §4.5) permits reliance on visual inspection only inside a quality-risk-management justification: the cleaning process is validated and repeatable, the residue limit is justified by the HBEL, the VDT/VRL was determined for your actual residue on your hardest-to-see surface under defined viewing conditions, and the inspectors are qualified at that limit. The calculator cannot verify any of that — your quality unit does.
The calculator's VDT input plays the role of E3263's VRL; the SRL plays the MSSR.
How to read the verdict:
| Verdict | Condition | Meaning under ASTM E3263-22 |
|---|---|---|
| ADEQUATE | VDI ≤ −1 (SRL ≥ 10 × VDT) | The suggested screening margin is met: residue at the limit should be visible with at least a 10× margin. Visual inspection is a candidate for this residue — provided the qualification conditions above are also met. |
| MARGINAL | −1 < VDI < 0 | Visible in principle, but the margin is below the standard's suggested minimum. E3263 §5.3.4.3 and §9.2 allow this only against a VDI threshold your company has defined and statistically justified. Analytical verification is recommended. |
| INADEQUATE | VDI ≥ 0 (SRL ≤ VDT) | Residue at the limit would not be reliably visible. E3263 §9.2 is categorical: visual inspection cannot be used. Analytical testing is required. |
| Symbol | Variable | Units | Description |
|---|---|---|---|
| MACO | Maximum allowable carryover | mg | The governing value from the MACO calculator, HBEL-justified. |
| Area | Shared equipment surface area | cm² | Total product-contact surface the MACO is spread over. |
| SRL | Surface residue limit (= E3263 MSSR) | µg/cm² | The residue density at the acceptance limit — what an inspector would need to see. |
| VDT | Visual detection threshold (plays E3263's VRL) | µg/cm² | The lowest residue level inspectors reliably see — from a site qualification study; a literature figure is a screening input only (see below). |
| VDI | Visual Detection Index (result) | log₁₀ units | log₁₀(VDT ÷ SRL). ≤ −1 adequate margin; −1 to 0 marginal; ≥ 0 visual inspection cannot be used. |
Scenario: MACO = 250 mg, shared equipment surface area = 45,000 cm², VDT = 4.0 µg/cm² (a general white-powder figure from the literature — a screening input, not a qualified VRL).
The defensible source is a site qualification study: coupons of your hardest-to-see material of construction, spiked with your residue at five or more levels spanning the expected visible range, presented in randomized order to trained inspectors under the lighting of your actual inspection areas. E3263 defines the VRL statistically — the concentration at which the lower 95% confidence bound of the fitted probability-of-detection curve reaches 90% — with the simpler “lowest level all inspectors saw” approach acknowledged as a rough approximation that tends to overstate what inspectors can see.
If you are screening before any study exists, published spiking studies report visible-residue levels from about 0.4 µg/cm² to more than 10 µg/cm² depending on compound, surface, lighting, and training. E3263 uses 10 µg/cm² as a deliberately conservative worst-case screening value; 4 µg/cm² is a widely cited general figure for white powders. A literature figure is a screening input only — it cannot substitute for qualification of your own residues and surfaces.
Viewing conditions and inspectors: inspections must be performed under specified, measured conditions. The practice notes that studies have found detection largely insensitive to light level across roughly 200–1400 lux — typical indoor lighting is 500–1000 lux (EN 12464) — but the conditions still have to be defined, measured with a light meter, and matched between the qualification study and routine use. Inspectors are qualified when they correctly identify every spiked surface at the VRL across at least three randomized, ideally double-blinded trials, with accuracy and misclassification rates evaluated by attribute agreement analysis, and requalified on a defined schedule.
PharmaCalc returns the E3263 Visual Detection Index with an ADEQUATE / MARGINAL / INADEQUATE verdict. It is computed server-side against the published method and written into a GMP PDF report with the inputs, formula chain, references, document control and signature pages — traceable to the software release that produced it.
Open the Visual Inspection Adequacy calculator — free demo