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Due Diligence Data Automation

Retail & e-commerce – External data & due diligence

Automated external-data collection, source analysis and decision-support workflows for due diligence.

Sourced, verifiable analyses

Less manual research, every signal linked back to its source

Project Details

Client

ADEO / Leroy Merlin

Sector

Retail & e-commerce – External data & due diligence

Year

2025

Key Technologies

PythonScrapingLLMGCP

Mission

AI Solutions Engineer - Due Diligence Automation

External data & due diligence

Hybrid assignment, France. English.

Design of a full-stack solution for collecting and analyzing external data to support due diligence work. Automation of web searches and document extraction to consolidate information on companies and their environment. Construction of a pipeline for cleaning, deduplicating and structuring the collected data. Integration of LLM components to synthesize information, identify useful signals and prepare comparative analyses.

Contexte & Environnement

Retail and e-commerce sector: need to cross-reference multiple sources to substantiate strategic analyses. Heterogeneous data from web pages, publications and documents, with varying update frequencies. Complementary to the ADEO MLOps work: this entry covers the business use case and its collection chain, distinct from the shared production foundation.

Team

AI Solutions Engineer

Environment

Hybrid, France – Python collection pipelines and LLM synthesis on GCP, within the client's MLOps setup

Objectifs Cles

1Reduce manual research and consolidation work while keeping links to sources.

2Highlight contradictory, incomplete or outdated information and enable its verification.

3Deliver indicators, summaries and SWOT matrices tailored to analysis needs.

4Make updates reliable through scheduled processing, logging and quality checks.

5Ease business adoption through a browsing interface, filters and structured exports.

Technologies & Infrastructure

PythonScrapingSearch APIsDocument extractionETLLLMPrompt engineeringAPIsGCP

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