The problem with invisible context
AI work becomes hard to trust when no one can tell which brief, document, note, or instruction influenced the output.
A grounding ledger gives operators a way to inspect and control the context behind work.
What belongs in the ledger
The ledger should include approved documents, task notes, memory updates, source links, changed instructions, and the task or person responsible for the change.
It should separate approved grounding from untrusted scratch context.
The operational outcome
When a handoff or approval is reviewed, the team can understand not only what the AI produced, but what it was grounded on.
That makes quality review, audits, and customer-facing work less mysterious.
Next step
Turn this concept into a visible workflow with teams, approvals, grounding, and handoff.
Learn about handoff