AI Development: Agents & RAG

Bringing Artificial Intelligence into your company is far deeper than using ChatGPT in a browser. It is about injecting predictive, intelligent neural network logic directly into the heart of your business, radically transforming workflows and delivering superhuman automation.

⚠️ The Problem

Most "out-of-the-box" commercial AI software is too generic. It completely fails when integrating with specialized corporate databases, lacks strong privacy protections for your trade secrets, and requires messy API glue to talk to an existing ERP. Worst of all, it hallucinates wildly because it simply does not know the "context" and nuanced rules of your operations.

💡 The Solution

I architect completely custom AI agents, Retrieval-Augmented Generation (RAG) pipelines, and localized LLMs built strictly around your proprietary business data. Depending on latency and privacy needs, I leverage high-performance commercial models (GPT-4, Claude 3.5) or deploy highly secure, self-hosted LLMs architectures (LLaMA, Mistral).

🎯 The Outcome

Your company gains a scalable AI infrastructure (whether a B2B product or internal tool) that actually "understands" your unique business logic, operates flawlessly on natural language, and handles real-world tasks (support routing, data analysis, sales), dramatically lowering overhead.