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:
- Prepare Project
- Scrub Disclaimers
- Identify Spammers
- Classify Domains
- Match Equivalent Domains
- Validate Attorneys
- Confirm Privilege Status
- 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:
- Perform a Run action to kick off the AI to analyze and identify certain content.
- You and your team annotate the predictions made by the AI. See Perform annotations.
- 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,
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You would Run Scrub Disclaimers to locate all potential disclaimers.
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Confirm that each Disclaimer identified is actually a Disclaimer by performing annotations.
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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.