METHODS AND APPARATUS TO SUPPORT FABRICATORS WITH COGNITIVE COMPUTING

1 . A method of producing products; said method comprising:

fixing two or more processing tools into position in a fab wherein the two or more processing tools at least a vertical dimension relative to each other, wherein the two or more processing tools are peripherally located with respect to a fab workproduct transportation region comprising a first boundary and a second boundary, and wherein each of the processing tools is capable of independent operation, and wherein each of the processing tools is removable in an unobstructed fashion relative to other processing tools;

connecting the fab and the two or more processing tools to a cognitive computing system;

removing a workproduct from a workproduct carrier into a first tool port;

performing a first process on the workproduct in the first tool;

containing the workproduct in the workproduct carrier subsequent to the performance of the first process;

transporting the workproduct carrier to a second tool port within the fab workproduct transportation region;

exchanging a sensor information and a logistic information from the second tool to the cognitive computing system;

removing the workproduct from the workproduct carrier into the second tool port;

and performing a second process on the workproduct in the second tool.

2 . The method of claim 1 wherein the fab workproduct transportation region is a cleanspace.

3 . The method of claim 2 wherein the workproduct is a pharmaceutical.

4 . The method of claim 2 wherein the workproduct is a biomedical device.

5 . The method of claim 2 wherein the workproduct is a human organ.

6 . The method of claim 2 wherein the workproduct is a mobile electronic device.

7 . The method of claim 2 wherein the workproduct is an internet of things device.

8 . The method of claim 2 wherein the second tool performs a microfluidic processing step.

9 . The method of claim 2 wherein the workproduct is a microfluidic device.

10 . The method of claim 2 wherein the workproduct is an organ chip.

11 . The method of claim 2 wherein the workproduct is contained in a vessel.

12 . The method of claim 2 additionally comprising:

initiating a communication protocol between a user and the cognitive computing system.

13 . The method of claim 12 wherein the communication protocol involves a query answer protocol.

14 . The method of claim 1 wherein the second tool performs a 3d printing operation.

15 . A product fab comprising:

a support structure for fixing in place two or more workproduct processing tools into position in at least a vertical dimension relative to each other, wherein the two or more workproduct processing tools are peripherally located with respect to a fabricator workproduct transportation region comprising a first boundary and a second boundary, and wherein each of the processing tools is capable of independent operation and removable in a discrete fashion relative to other processing tools;

connections for connecting facility lines to each of the two or more workproduct processing tools;

robotic automation for transporting work product between the two or more workproduct processing tools; and

a cognitive computing system.

16 . The product fab of claim 15 wherein the workproduct transportation region is a cleanspace.

17 . The product fab of claim 16 wherein the cognitive computing system is capable of executing a sequential Markov decision process in response to data sensed in the two or more workproduct processing tools.

18 . The product fab of claim 16 additionally comprising a partially processed human organ.

19 . The product fab of claim 16 wherein there are more than 100 processing tools in the fab that are in communication with the cognitive computing system.

20 . The product fab of claim 16 where there are more than 10,000 processing tools in the fab that are in communication with the cognitive computing system.