Systems, methods, and compositions for production of cellular agriculture products

A method for cellular attribute alignment of a base cellular agriculture product with a reference product, comprising:

• accessing, using a processor, first data including a compositional profile of a reference product having a cellular attribute of interest;
• accessing, using the processor, second data including a compositional profile of a base cellular agriculture product produced to emulate the cellular attribute of interest of the reference product;
• identifying, using the processor and the first data, one or more target compounds in the reference product affecting the attribute of interest;
• determining, using the processor, at least one compositional gap in the base cellular agriculture product compared to the reference product by comparison of compositional levels of the one or more target compounds in the first data to corresponding compositional levels of the one or more target compounds in the second data;
• and
• providing, using the processor, an adjustment to a manufacturing process or a manufacturing component for the base cellular agriculture product to reduce or eliminate the at least one compositional gap in the base cellular agriculture product affecting the attribute of interest to produce an enhanced cellular agriculture product.

An enhanced cellular agriculture product made by cellular attribute alignment of a base cellular agriculture product with a reference product, comprising:

• accessing, using a processor, first data including a compositional profile of a reference product having a cellular attribute of interest;
• accessing, using the processor, second data including a compositional profile of a base cellular agriculture product produced to emulate the cellular attribute of interest of the reference product;
• identifying, using the processor and the first data, one or more target compounds in the reference product affecting the attribute of interest;
• determining, using the processor, at least one compositional gap in the base cellular agriculture product compared to the reference product by comparison of compositional levels of the one or more target compounds in the first data to corresponding compositional levels of the one or more target compounds in the second data;
• and
• providing, using the processor, an adjustment to a manufacturing process or a manufacturing component for the base cellular agriculture product to reduce or eliminate the at least one compositional gap in the base cellular agriculture product affecting the attribute of interest to produce an enhanced cellular agriculture product.