Project pipeline steps

Each aiR for Privilege project has a dedicated set of pipeline steps that the aiR for Privilege Lead must complete in sequential order to generate document results.

The pipeline steps are as follows:

  1. Prepare Project
  2. Scrub Disclaimers
  3. Identify Spammers
  4. Classify Domains
  5. Match Equivalent Domains
  6. Validate Attorneys
  7. Confirm Privilege Status
  8. Populate Privilege Results

The Action buttons on each pipeline step let you both Run and Apply Annotations for each pipeline step. Most pipeline steps function similarly:

  1. Perform a Run action to kick off the AI to analyze and identify certain content.
  2. You and your team annotate the predictions made by the AI. See Perform annotations.
  3. Perform an Apply Annotations action so the AI can learn where it was correct and wrong to make final calls and act on them.

For example,

  1. You would Run Scrub Disclaimers to locate all potential disclaimers.

  2. Confirm that each Disclaimer identified is actually a Disclaimer by performing annotations.

  3. Use Apply Annotations to remove disclaimers from the analyzed text to reduce false-positive privilege hits.

Note: The Prepare Project and Populate Privilege Results pipeline steps do not require any annotation, while the Confirm Privilege Status pipeline step does not require any AI analysis.