Course overview

Automated risk analysis pipeline for a contract PDF: ingestion, text extraction, classification and reporting. Uses n8n for orchestration, Gemini for semantic analysis and Google Sheets/Slack to collect and notify results.

This exercise presents the technical pipeline to turn a contract PDF into actionable risk alerts: extraction, normalization, scoring and summary.

Implementation pairs n8n to coordinate steps, Gemini for semantic assessment, and collaboration tools (Sheets, Slack) to record and share issues.

Course flow includes environment setup, incremental pipeline construction and a security checkpoint for handling sensitive documents.

Intended for junior lawyers, risk analysts and procurement managers who want to automate clause-risk detection; it does not claim to provide legal adjudication.

1lessons

5activities

6exercises

0videos

Intermediate

Skills and topics covered

Receive a PDF contract from a formDetect risky clauses and missing protectionsAssign a score and severityTrigger an alert when the threshold is exceededApplied AI for business functionslegal-contracts-compliancen8nGeminiGoogle SheetsSlackintermédiaire

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