Wholesale VoIP Least Cost Routing (LCR) is the real-time system that automatically selects the cheapest available carrier path for each outbound call by reading the destination number, querying live carrier rate tables, and connecting through the lowest-cost viable option in milliseconds, since termination cost is typically the largest operating expense in a wholesale voice business. The LCR process covers rate table ingestion, prefix matching, route ranking, and call delivery with real-time monitoring, and routing purely on price is one of the most common ways voice platforms damage call quality and get numbers flagged as spam, since a very cheap route that only connects a quarter of calls is effectively more expensive per successful connection than a pricier route that connects most of them. Five factors a well-configured LCR engine must weigh together include termination rate, ASR, PDD, Average Call Duration, and CLI delivery; a hybrid approach applies a minimum quality floor on ASR, PDD, and CLI before comparing cost among qualifying routes. Purely cost-driven LCR reliably steers traffic toward grey routes, which strip caller ID, trigger spam flagging, fail STIR/SHAKEN attestation for US-bound calls, and can see ASR collapse from 65 percent one week to 10 percent the next as carriers hunt down and shut off those unauthorized paths. AI-based routing goes beyond a static cheapest-first sort by analyzing historical ASR trends, time-of-day carrier performance, and fraud patterns to predict the best-performing route rather than simply the cheapest one on paper. Softtop runs a hybrid, AI-powered LCR engine across more than 180 countries with a quality floor built into every routing decision and 24/7 NOC monitoring that catches route degradation before it affects customer traffic.