A process board can explain something that pages of prose struggle to capture. The position of an object, its neighbours, and the frame it belongs to all contribute to its meaning. Connecting a board to a knowledge system means preserving enough of that context to answer useful questions.
A connector is only the beginning
During a Vassist implementation, we encountered a practical constraint: the customer’s Miro setup did not provide the frame-image access we needed through the available API and licence. Retrieving text objects alone would have left much of the visual context behind.
We built an approach that groups objects within a frame and creates textual descriptions of those groupings. This gives Vassist a representation of the board that can contribute to answers alongside conventional documents.
Preserve meaning, not just content
This work highlights a useful distinction. Accessing a source and interpreting a source are different engineering problems. An integration can successfully retrieve content while still missing the relationships that make it useful.
For an operational question, a process description may establish the standard rule while a visual board explains an exception. Both can matter. The goal is to make that knowledge available together, with links back to the underlying sources.
Start with the questions people ask
A practical pilot should include questions that genuinely depend on visual material. This helps a team assess whether the extracted representation preserves the details they need, and where expert input is still necessary.
The lesson for us is straightforward: enterprise knowledge rarely arrives in one convenient format. Making it useful requires attention to the way people actually record and share their work.