Predictive Testing
summary
A predictive testing pipeline converts mortgage event logs into probability matrices and risk scores so teams stop automating blindly; ING maps Hadiant XML transactions from a workflow system and Hypotheek Data Network into graphs (adjacency matrices, path centrality) and compares XML structure with Euclidean distance to estimate impact, ingesting logs with NXLog, Telegraf, Influx. The model highlights hot paths (hundreds to 1,237 steps discovered), exposes unexpected transitions, and increases release confidence by making testing scope quantitative rather than gut-driven.
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