IT pros are struggling to use AI on large, complex software applications — especially those over one million lines of code. The humans aren’t doing anything wrong. As probabilistic technologies, LLMs can’t ‘guess’ their way to the facts they need to understand custom enterprise software.
Just like people, AI needs a map to effectively make changes to complex applications. CAST Imaging provides this context by deterministically mapping internal software structures. Using standard MCP, your tool or agent can access precise graphs of all objects, properties, and links—explicit and hidden—across code, data, and frameworks.
CAST Imaging on cloud users can simply configure AI to access it via MCP. On-premise users can download the MCP server as a Windows extension or a Docker container.



