NEOPOLIS AKADEMY
Automated risk analysis of a contract PDF
Intermediate lab to automate risk analysis of a contract PDF. Technical chain: text extraction, parsing, clause evaluation with Gemini, reporting to Sheets and notifications via Slack, including human checks.
View this course on Akademy ↗Enrolment and practical details are available on Neopolis Akademy.
What you will explore
Extract and clean content from a contract PDF then segment clauses for analysis.
Automated risk evaluation using the Gemini model and aggregation of results.
Generate reports in Google Sheets and Slack notifications; includes human verification procedures on fictional data.
STEP BY STEP
Course programme
01Automated risk analysis of a contract PDF
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.
Explore this module on Akademy ↗Programme source: Neopolis Akademy. Original course page