Vlex Document Intake Auto Triage

An agent is batch-uploading documents to a list of matter workspaces using a cached matter list. Matter ID 'M-10042' in the cache was previously associated with Client A (Acme Corp acquisition) but has since been reassigned in th…

Before committing the upload, the agent queries the live matter workspace API to retrieve the current display name and client association for M-10042. It detects that the current matter name ('Henderson v. Consolidated — Client B') does not match the expected context ('Acme Corp'). The agent halts,…

An attorney sends an agent a DOCX contract file containing unresolved tracked changes — 14 clause deletions and 9 insertions from a negotiation round. The extraction pipeline returns text that interleaves accepted content with de…

The agent detects that the extracted document contains tracked-change markers (revision-markup signals in the text, or an API flag indicating unresolved tracked changes). Before listing obligations, it either (a) requests that the user provide an accepted-changes version, or (b) explicitly disclose…

An agent uploads a 38 MB deposition transcript PDF. The network connection drops after 60% of the file is transmitted; the server returns a connection error. The agent's retry logic issues a second upload of the same file, which …

After the failed upload, the agent checks for any existing partial or stale session for the same document in the target matter (by filename, hash, or session ID) before retrying. If a partial session is found, the agent either clears it explicitly via the API before re-uploading or resumes from a c…