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AI-Powered Content Automation for Pharma Compliance

Pharmaceutical – AI Marketing Assets Content Automation

Automated regulatory submissions and marketing asset generation with RAG and LLM pipelines; instant, audit-ready outputs, accelerated time-to-market.

99.5%

Compliance Rate

-70%

Time Reduction

+50%

Time-to-Market

94.3%

Agent Autonomy

Agentic AI Impact

Autonomous document generation with advanced RAG/LLM orchestration

Project Details

Client

AbbVie

Sector

Pharmaceutical – AI Marketing Assets Content Automation

Year

2024

Key Technologies

LangchainLangGraphOpenAIHuggingFace

Mission

Lead Senior Data Scientist / AI Solutions Architect

RAG, LLM & Agentic Content Generation

Project mission (remote/Paris)

Advanced automation of regulatory document generation (MA), marketing materials and PowerPoint presentations using an agentic RAG/LLM pipeline orchestrating the entire document production cycle, from multi-source ingestion to contextualized final generation.

Contexte & Environnement

AbbVie, a pharmaceutical leader, faced major challenges in regulatory compliance and marketing content generation. Manual regulatory submission processes and marketing asset creation were time-consuming and error-prone, significantly slowing down the time-to-market of their products.

Team

Lead Senior Data Scientist / AI Solutions Architect (Marketing/IT teams)

Environment

Palantir Code Workspace with PostgreSQL, OpenAI/HuggingFace embeddings

Objectifs Cles

1Agentic RAG/LLM pipeline for autonomous regulatory document and marketing content generation

2Langchain & LangGraph multi-agent orchestration with chain-of-thought reasoning

3Automated PowerPoint slide creation via agentic templating engine

499.5% regulatory compliance with comprehensive audit trail

5-70% content generation time and +50% time-to-market acceleration

Technologies & Infrastructure

OpenAIHuggingFace TransformersLangchainLangGraphPostgreSQLSQLAlchemyAlembicPythonLangfuseSHAPPytestPalantir Code Workspace

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