QUALITY MANAGEMENT

CAPA Lifecycle - CAPA-2026-0032

PROBABILISTIC LIFECYCLE ANALYSIS

CAPA Lifecycle - CAPA-2026-0032

Integrated lifecycle forecast for CAPA-2026-0032. The model estimates movement from problem identification through investigation, corrective action, verification and closure.
Markov Lifecycle Flow
Forward probabilities are shown above the main lifecycle. Dashed curves indicate feedback transitions.
Probabilistic flow
80.0% stay 20.0% OPEN Open Lifecycle state 70.0% stay 20.0% INV Investigation Lifecycle state 75.0% stay 15.0% ACT Corrective Action Lifecycle state 80.0% stay 10.0% VER Verification Lifecycle state stay 100.0% CLO Closed Absorbing state INV→OPEN 10.0% ACT→INV 10.0% VER→ACT 10.0% Main lifecycle progression Self-loops and feedback transitions model CAPA rework or repeated review.
Closure Probability Projection
Starting from the first state, probability of reaching the terminal state
10-Step Projection
Distribution after ten transitions
OPENOpen0.15%
INVInvestigation0.62%
ACTCorrective Action1.37%
VERVerification1.99%
CLOClosed95.87%
Transition Matrix
Rows = current state, columns = next state
From \ ToOPENINVACTVERCLORow total
OPEN0.2000000.8000000.0000000.0000000.0000001.000000
INV0.1000000.2000000.7000000.0000000.0000001.000000
ACT0.0000000.1000000.1500000.7500000.0000001.000000
VER0.0000000.0000000.1000000.1000000.8000001.000000
CLO0.0000000.0000000.0000000.0000001.0000001.000000
Run Projection
Calculate any starting state and step count