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AI Systems Engineering & Integration Consultant

design and deploy secure, end-to-end automation architectures—from model to interface—to transform your business processes and supercharge your operational efficiency.

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The Architecture of Enterprise-Grade AI Integration

Successful integration isn't about assembling tools; it's about a coherent 3-layer architecture. My expertise covers this entire tech stack to deliver a turnkey solution.

Clément Schneider is talking to her client.

Model & Infrastructure

Centralized management of models (OpenAI, open-source, etc.) via a unified API. Secure deployment (Cloud or On-Premise) with RBAC access control. This is the foundation of your data sovereignty and performance.

Logic & Agent

Orchestration of multi-agent workflows, model chaining, and implementation of your core business logic. This is where I turn raw AI into operational intelligence.

Interface & Integration

Creation of user interfaces (chats, apps) and API integration with your existing systems (CRM, ERP, etc.). This layer bridges the power of AI with your teams.

My Integration Process: From Audit to Deployment

My work follows a 4-step engineering framework designed for clarity, speed, and measurable results.

1.

Audit & Architecture

Deliverable: A technical architecture diagram and an ROI-driven roadmap defining use cases, KPIs, and the project trajectory.

2.

Prototyping & Validation

Deliverable: A functional Proof of Concept (POC) deployed on the Aimwork platform, validating performance and business alignment in days.

3.

Integration & Deployment

Deliverable: The full solution deployed (On-Premise or Cloud) and integrated into your application ecosystem (CRM, ERP, databases).

4.

Training & Handover

Deliverable: Your teams trained and autonomous, with comprehensive documentation to manage and evolve the system.

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Co-founder @Aimwork

As the co-founder of Aimwork, the Enterprise AI Workspace, I leverage a unified platform to design and deploy your solutions.
 

Your benefit: You get an enterprise-grade architecture—deployed 10x faster, natively secure, and built to scale—without the complexity and cost of building from scratch.

Use Cases & Real-World Deployments

Here are concrete examples of architectures I have deployed for my clients.

Industry: Sports & Health

Architecture: Autonomous SEO content agent (RAG + SERP analysis) and a lead qualification chatbot with CRM integration.

Industry: Agency

Architecture: Multimodal social media agent managing content sourcing, copywriting (text), and asset creation (images/videos) via API.

Industry: Consulting

Architecture: Analysis and report generation agent that qualifies prospects and produces complete business plans in 5 minutes.

About Your AI Architect

Clément Schneider's expertise, as the author of the bestseller Get Found by AI, is built on a foundation of global operational leadership:

  • CMO and Founder in Silicon Valley startups.

  • Award-winning innovation at CES Las Vegas 2021.

  • Co-creator of "George," a AI agent featured in 20+ media outlets.

  • Lecturer for institutions like OMNES/INSEEC and CSTU.

Contact

Ready to be Deploy AI?

Personal response within 24 hours.

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