Abstract: This disclosure describes a schema modification system that, as part of an inter-network facilitation system, can intelligently generate and update payload schemas for maintaining compatibility across changing network components. For example, the disclosed systems utilize custom tooling to detect changes in component versions and to update payload schemas to translate digital payloads between components that require different payload formats (e.g., due to an update to one component or another). In some cases, the disclosed systems can utilize a code generator to generate a payload conversion code from a payload schema and can implement the payload conversion code to convert a digital payload from a source format to a target format (e.g., to pass from a source component to a target component). The disclosed systems can also utilize schema annotations that accompany a payload schema to perform various functions, including removing sensitive information and identifying third-party systems.

Abstract: A scalable digital fleet management system may be leveraged by organizations with high-volume high-value assets. In such scenarios, predictive analytics for tool health enables decision-making in terms of planning, maintenance, end-of-life replacement, tool selection, etc. An end-to-end solution spans all the way from gathering live tool data to visual representations of tool health. Long-term fleet management can be accomplished through a consistent evaluation of the fleet performance profile. Predictive analysis can anticipate maintenance needs and resultant downtimes and help improve scheduling of procurement and distribution of the fleet. Framework deployment focuses on topics related to developing an end-to-end solution architecture, scaling, and deploying it on demand, and maintaining it going forward.