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AI Technology Intelligence & Literature Review

Insurance – Technology intelligence & AI benchmarking

Full-stack technology intelligence platform with source analysis, literature review and AI benchmarking.

A structured technology landscape

Sources collected, compared on documented criteria and mapped for decision-making

Project Details

Client

AXA Group

Sector

Insurance – Technology intelligence & AI benchmarking

Year

2025

Key Technologies

ReactDjangoLangGraphEmbeddings

Mission

AI Solutions Architect - Technology Intelligence

Technology intelligence & AI benchmarking

Hybrid assignment, France. English.

Design of a full-stack platform to automate technology monitoring and compare AI tools used in the software development lifecycle. Construction of a pipeline collecting scientific publications, technical documentation and review sources. Extraction, chunking, classification and semantic clustering of sources to identify technologies, use cases and trends. Development of a React interface and a Django back-end to explore results, apply filters and drive analyses.

Contexte & Environnement

Need to structure a fast-moving technology landscape, with heterogeneous sources and explicit comparison criteria. Literature monitoring including Google Scholar, analysis of secondary sources and capitalization of related references. Multi-criteria approach: relevance, functional coverage, maturity and fit with the use cases studied.

Team

AI Solutions Architect

Environment

Hybrid, France – React and Django platform, LangGraph collection workflows

Objectifs Cles

1Orchestrate collection and analyses through scheduled workflows, preserving information provenance.

2Build benchmark grids and interpretable scores to compare solutions against documented criteria.

3Represent relationships between technologies, use cases and sources as graphs and interactive maps.

4Track temporal trends and present results in actionable dashboards for decision-making.

5Keep human validation of summaries and comparisons before release.

Technologies & Infrastructure

ReactDjangoPythonREST APIsLangGraphLLMEmbeddingsClusteringGraph modelingDashboards

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