A server computer system connected to a first communications network. The server computer includes an instrument communications component configured to communicate with and control a plurality of biological reagent instruments using the first communications network and a user interface component configured to cause user interface (UI) instances to be displayed by a client computer device connected by a second communications network to said server computer system. The UI instances control respective virtual pods representing one or more of said biological reagent instruments.

In variants, a method for automated experimentation can include: determining experimental constraints, constructing a computational representation of the experiment, optimizing the computational representation subject to the experimental constraints, determining instructions for a laboratory robot based on the optimized computational representation, and/or any other suitable steps.

Computer systems (130, 120, 230) support a production process with a first sub-process to process a chemical substance at a production site and with a second sub-process to analyze a physical sample of the chemical substance at a laboratory site. A process control system (120) provides first type data (A) to identify physical samples, and a manufacturing system (130) provides second type data (B) that are required to control a production process. Connector modules (105, 205) transmit the data (A, B) in a message (150) to a laboratory system (230) to obtain laboratory data, as an analysis result. The connector module (205) that is associated with the laboratory system (230) distributes the data according to the types. A control signal module (139) derives a control signal (136/138) for controlling the production process. This control signal closes a control loop for adjusting the first sub-process until the laboratory data shows compliance.

A method for determining states of a laboratory automation device includes: receiving a log file from the laboratory automation device, the log file including entries of events that occurred during a procedure performed by the laboratory automation device, wherein the events have been created by components of the laboratory automation device and each entry includes at least an event time and an event type; providing a state machine of the laboratory automation device, the state machine encoding states of the laboratory automation device and transitions between the states, wherein each transition is starting at a state and points to another state and wherein each transition is associated with an entry scheme in the log file, the entry scheme including at least an event type; setting a current state of the laboratory automation device to a beginning state; moving through the entries of the log file along increasing event time and associating the entries with the current state; during the moving, when an entry scheme associated with a transition starting at the current state is identified in the log file, changing the current state to the state to which the transition (60) is pointing.

In variants, a method for automated experimentation can include: determining experimental constraints, constructing a computational representation of the experiment, optimizing the computational representation subject to the experimental constraints, determining instructions for a laboratory robot based on the optimized computational representation, and/or any other suitable steps.

A server computer system connected to a first communications network. The server computer includes an instrument communications component configured to communicate with and control a plurality of biological reagent instruments using the first communications network and a user interface component configured to cause user interface (UI) instances to be displayed by a client computer device connected by a second communications network to said server computer system. The UI instances control respective virtual pods representing one or more of said biological reagent instruments.

In variants, a method for automated experimentation can include: determining experimental constraints, constructing a computational representation of the experiment, optimizing the computational representation subject to the experimental constraints, determining instructions for a laboratory robot based on the optimized computational representation, and/or any other suitable steps.

In variants, a method for automated experimentation can include: determining experimental constraints, constructing a computational representation of the experiment, optimizing the computational representation subject to the experimental constraints, determining instructions for a laboratory robot based on the optimized computational representation, and/or any other suitable steps.

A server computer system connected to a first communications network. The server computer includes an instrument communications component configured to communicate with and control a plurality of biological reagent instruments using the first communications network and a user interface component configured to cause user interface (UI) instances to be displayed by a client computer device connected by a second communications network to said server computer system. The UI instances control respective virtual pods representing one or more of said biological reagent instruments.

A server computer system connected to a first communications network. The server computer includes an instrument communications component configured to communicate with and control a plurality of biological reagent instruments using the first communications network and a user interface component configured to cause user interface (UI) instances to be displayed by a client computer device connected by a second communications network to said server computer system. The UI instances control respective virtual pods representing one or more of said biological reagent instruments.