Conga Discovery AI integrates Conga's powerful machine learning engine to its Revenue Lifecycle Platform. Entering through this cloud platform, you can now use artificial intelligence to import and extract terms, fields, and clauses from contracts.

Administrators must set up the tool, integrating Discovery AI to their user interface, setting up the target storage backend if needed, and establishing links to the AI. Once the tool is set up, the Administrator maps agreement types (for example, Master Service Agreement, Nondisclosure Agreement, or Independent Contractor Agreement) to predefined terms (fields or clauses). Discovery AI applies these mapped terms to ingested documents, capturing, highlighting, and creating searchable metadata (dates, amounts, Booleans, or custom values) for detected contract provisions. User administration is managed in Conga's Revenue Lifecycle Platform.

Users' primary roles are to import documents and review them once they are imported. This flow also enables users to train the AI on any custom provisions described by the administrator. 

Discovery AI offers three choices for imported documents: OCR (text only), Automated Extraction, and Verified Extraction. OCR is fastest, ingesting and storing imported documents as searchable text, but offering no contract provision extraction. Automated Extraction provides artificial intelligence and machine learning to extract contract provisions and generate searchable metadata about contracts. Verified Extraction introduces an attorney into the process to review and validate Discovery AI's accuracy. 

Actor Survey

AdministratorUser
  • Sets up Discovery AI. 
    • Sets up the app.
    • Sets up the AI provider.
    • Establishes the Provision Library.
  • Sets up rules for AI interpretation and extraction of documents.
  • Configures and ranks contract risks for Insights feature.
  • Selects and introduces documents for import.
  • Reviews imported and extracted documents. 

  • Trains the AI for custom provisions


Key Terms

TermDefinition
automated extractionExtraction relying on AI only, without an attorney review.
CCIAbbreviation for "Conga Contract Intelligence," an earlier name for Discovery AI
extractThe process of taking an OCRed file and determining the meaning of its component paragraphs and clauses using AI. 
IDDIntelligent Data Discovery. IDD is the API that Conga components call to broker a request to an AI, such as Kira, Brightleaf, or Conga Contract AI.
IDEIntelligent Data Extraction
OCR (text extraction) OCR is an abbreviation for "Optical Character Recognition." OCR (text extraction) is a processing phase for documents in Discovery AI. When a document is introduced to the system, it is OCRed (if necessary) and stored. 
taggingMarking a document with metadata. 
third-party paper

In a contract negotiation, documents imported from the counterparty in the negotiation. 

verified extractionExtraction relying on AI plus attorney review.