Abstract: Processing a first document using a first service that includes a first machine learning model. One embodiment provides a method that includes receiving, over a network, the first document including a first form field and identifying a first value associated with a first entity. The method also includes obtaining a first subset of documents from the first service, analyzing, using the first machine learning model, the first subset of documents to extract a second document including a first value and a second value, automatically populating the first form field with the first value or the second value, and providing, via a graphical user interface, the first document to a user to be validated. The method also includes saving a validated first document to a database, transmitting the validated first document to a second service, and updating the first machine learning model with the validated first document.

Abstract: A low viscosity polyisocyanate composition containing at least one isocyanate dimer having a uretidinedione unit is prepared from a reaction medium containing at least one isocyanate monomer in which the isocyanate groups are borne by sp3 carbon atoms. The reaction medium is heated, in the absence of a dimerization catalyst, to a temperature of at least 50° C. and not more than 200° C. for a period of not more than 24 hours.

Abstract: A low viscosity polyisocyanate composition containing at least one isocyanate dimer having a uretidinedione unit is prepared from a reaction medium containing at least one isocyanate monomer in which the isocyanate groups are borne by sp3 carbon atoms. The reaction medium is heated, in the absence of a dimerization catalyst, to a temperature of at least 50° C. and not more than 200° C. for a period of not more than 24 hours.

Abstract: The thin, flat objects are mounted in protective encasements of a size larger than the size of the objects. A holding panel is mounted in a multi-sided frame having a plurality of cut-outs equal to the plurality of cut-outs of the holding panel, the cut-outs of the holding panel and the frame being in alignment. The encasements are mounted in the cut-outs. A restraining panel is mounted in the frame behind the holding panel. The frame is a multi-sided frame having one side which includes a removably attachable portion such that, when the removably attachable portion is removed, the panels can be slid into and out of the frame, and when the removably attachable portion is attached, the panels are maintained in the frame.

Abstract: Storage-stable biuret polyisocyanates useful, e.g., for the production of paints and adhesives, are prepared by reacting at least one aliphatic, alicyclic or arylaliphatic diisocyanate with a biuret-forming reactant, in the presence of an effective amount of at least one organic carboxylic acid and/or anhydride thereof.