Scaling up can introduce issues with maintaining flavor consistency, texture, and even mixing. Equipment effective at small scale may not perform identically in larger volumes. Temperature control, ingredient distribution, and regulatory compliance become more complex. Investments in advanced automation and process optimization are often required to overcome these challenges.