AI MSL

AI MSL is a managed, AI-powered software lifecycle service designed for teams that need to maintain, extend, modernize, and operate software systems they already run. Instead of struggling with legacy code and unclear dependencies, you get a structured service built around real-world maintenance challenges.

At the core of AI MSL is AppGraph, which builds a system-wide understanding of your code, architecture, dependencies, documentation, and business processes. This deep context makes everyday work more reliable, whether you are refining requirements, running impact analysis, writing specifications, implementing changes, testing, or updating documentation.

AI MSL also covers security maintenance, modernization efforts, and production operations, so your systems stay ready for what comes next. AI Lifecycle Managers and Engineers supervise critical stages along the way, giving you experienced oversight without giving up control.

You always keep ownership of your repositories and every generated asset. Work is organized through a maintenance package that keeps your software continuously ready, while DevCredits let you commission independently estimated and approved software changes on demand.