Agentic Generative AI Consultant – Document Uses

# Agentic Generative AI Consultant – Document Uses
* Home
* Agentic Generative AI Consultant – Document Uses
* June 9, 2026
* 0 Comments
* By Roberte OkoyaContext: Within the Data, AI and Innovation department, the department is looking for an expert consultant in agentic AI applied to insurance document processes.
MISSIONS The mission is part of a transformation initiative aimed at: improving the use of document corpora, automating the production of business documents, and deploying business AI agents using our internal solution, based on the Onyx open-source solution. The consultant will also contribute to implementing the governance associated with the tool: the principles of agent evaluation and sharing. The consultant will work closely with the insurance business lines, the AI teams, and the product teams.
Main

Missions:
Gathering and Defining Business

Requirements:
• Facilitate workshops with insurance business units (underwriting, claims, legal, compliance, etc.)
• Analyze existing document processes (search, analysis, document production)
• Identify and prioritize high-value use cases Agent Solution Design:
• Translate requirements into AI agent architecture
• Design specialized agents: o Document analysis and comprehension o Information retrieval (ARG) o Generation of standardized documents
• Define advanced prompting strategies adapted to use cases Configuration in the Onyx tool:
• Configure and parameterize agents in the Onyx platform
• Implement prompts, workflows, and business rules
• Connect document sources (EDMS, internal databases, etc.)
• Test, adjust, and optimize agent performance Quality Assurance and Industrialization:
• Structure prompt and template libraries
• Ensure the robustness, traceability, and reproducibility of results
• Document implemented solutions Support Responsibilities include: Validating use cases with users ; adapting agents based on field feedback ; and disseminating best practices for using agentic AI: creating a best practices guide for the platform.
Desired profile: Technical

skills:
Generative & agentic AI:
• Mastery of LLM and agentic architectures
• Experience in document processing (Doc AI, RAG, NLP)
• Good understanding of orchestration tools (LangChain, Semantic Kernel, etc.) Advanced prompt engineering (strong requirement):
• Mastery of agentic prompting patterns, including: o ReAct (Reasoning + Acting) o Prompt chaining o Plan-and-Execute o Agentic RAG o Self-refinement / iterative criticality o Multi-agent orchestration
• Ability to design robust, traceable and industrializable prompts /\ Demonstrated expertise in these patterns is essential to guarantee the performance of agents developed in the internal solution (Onyx).
Data and documentation:
• Experience in handling structured and unstructured documents
• Knowledge of document standardization issues
• Design of automated document templatesFunctional

skills:
• Good knowledge of the insurance sector (highly valued)
• Ability to understand and formalize complex business needs
• Sense of value and operational impactExperience:
•

Experience:
o Significant experience in generative AI o Experience in document projects or knowledge management o Experience in implementing agent-based solutions (highly valued)Work environment: The consultant will work within the SMART AI initiative, which aims to industrialize the use of artificial intelligence within the organization. They will collaborate with:
• insurance business teams
• data/AI teams
• product and IT teamsApplication: CV + cover letter + copies of diplomas to be sent to contact@keoni.fr