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SYSTEM STACK

Pomarium services are designed as a four-layer operating system. Start where the bottleneck is, then build upward.

SYSTEM 05

AI Agents

Custom LLM workflows and AI agents embedded directly into your business operations — turning AI from a novelty into a daily driver.

SYSTEM BRIEF

What this layer solves, what ships first, and what changes once it is live in your business.

05System
03Deliverables
06Capabilities
WHY IT MATTERS

The Problem

You've seen what AI can do in demos. But getting it to work inside your actual tools, with your actual data, on your actual workflows — that's the gap. Off-the-shelf chatbots don't understand your domain. Generic integrations break at the edges.

The value of LLMs isn't in the model — it's in the integration. How it connects to your systems, what context it has, and what actions it can take.

WHAT SHIPS FIRST

Featured Deliverables

01Custom AI agent development (Claude, GPT, open-source)
02RAG pipelines for company-specific knowledge bases
03LLM integration into existing business tools and workflows
DELIVERY

What We Build

Custom AI agent development — Claude, GPT, Gemini, open-source models
RAG pipelines connecting LLMs to your company knowledge base
AI copilots for internal teams — sales, support, operations
Document processing and extraction automation
LLM integration into existing ERP, CRM, and workflow tools
Prompt engineering and model fine-tuning for domain-specific tasks
WHO THIS FITS

Where this system creates leverage

Teams looking to add AI-powered assistants for customer support, document handling, or internal knowledge.

THE OUTCOME

What changes once this system is in place

AI that lives inside the tools your team already uses. Every agent speaks your domain language, every workflow handles real tasks, and every integration is production-grade — not a proof of concept.

NEXT STEP

Ready to integrate AI into your workflow?

We'll assess your tools and identify where LLM agents create the most value.

Chat with us