Another innovation in Knitting Technology has brought in AI-enhanced anticipatory tools that help in streamlining the planning of production. The software uses machine data, the history of orders, and yarn availability to forecast the capacity of the output with a high precision. According to early adopters, the system assists in eliminating delays and eliminates overbookings. Engineers are of the opinion that the technology will simplify operations of large and mid-size factories. A smarter forecasting can be required to keep things running in order as the world demand grows uncertain.