Claim Extractor Agent

Purpose

Claim Extractor Agent is designed to automatically extract, structure, and validate product claims from packaging images and PDFs using OCR, knowledge graphs, and validation rules.

Primary users

The primary users are external, client-facing users working with cosmetics-related packaging claim extraction and validation needs.

Where it fits (process/stage/trigger)

This agent fits into a process where packaging PDFs or images need to be analyzed against extraction schemas to produce structured claim information and validation outputs.

Key capabilities / workflow

The workflow extracts product claims from packaging files using OCR, structures the extracted claims into a knowledge graph, applies validation rules, and generates a validation report for review.

Inputs

The agent uses packaging PDFs or images and extraction schemas as inputs. The dataset specified for this agent is NSP.

Outputs / Deliverables

The agent produces structured claims, a knowledge graph, and a validation report.

Value

The agent helps automate claim extraction and validation for cosmetics packaging, supporting faster structuring of product claim information and clearer validation reporting.