Agentic Generative AI Consultant – Document Uses

# Agentic Generative AI Consultant – Document Uses

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• Agentic Generative AI Consultant – Document Uses
• June 9, 2026
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• By Roberte Okoya

Context: 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 (Lang

Chain, Semantic Kernel, etc.) Advanced prompt engineering (strong requirement):

• Mastery of agentic prompting patterns, including: o Re

Act (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 templates

Functional skills:

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

Experience:

• 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 teams

Application: CV + cover letter + copies of diplomas to be sent to

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