Internal AI knowledge systems
done right.

Production-ready. On-premises. No vendor lock-in.

🚧 Coming Soon

RAGops.dev is currently under construction. It will offer practical, production-ready deployments of internal AI knowledge systems using Large Language Models (LLMs).

No hype.
No vendor lock-in.
No data leaving your organization.

If this sounds interesting, you're already the right audience.

🧠 What is RAGops?

RAGops helps organizations ask questions to their own knowledge:

The system answers using your:

All inside your infrastructure.

🏗️ What I deliver

I design and deliver validated reference deployments, not experimental demos.

Data Pipeline

Crawling and indexing of internal sources with clean chunking and embeddings

Vector Database

Production-ready setup optimized for your scale and query patterns

LLM Inference

On-prem or private cloud deployment with performance tuning

A deployment your team can operate independently.

This is a one-off, fixed-scope project, with knowledge transfer at handover. Optional support can be agreed separately.

🔐 Why internal, not SaaS?

Data Control

Sensitive data stays internal. No prompts sent to external providers.

Cost Predictability

No surprise pricing changes. No per-query costs.

Independence

No dependency on closed platforms. You own the future evolution.

You own: the data, the deployment, the future.

👤 Behind the scenes

Hi, I'm Nikolaos Pothitos 👋

I'm an AI / DevOps engineer at Nokia, with a PhD in Computer Science and 15+ years of experience building and operating large-scale systems.

I've worked on telecom-grade cloud platforms, CI/CD and testing infrastructure, internal developer tooling, and AI systems applied to real production constraints.

I'm also the creator of Vivalerts, a news monitoring system that tracks and ranks emerging topics based on public discussion signals.

RAGops is my way of bringing calm, engineering-first AI adoption to teams that just want systems that work.

🌍 Availability

Pricing is project-based, not hourly. Projects typically range from €8,000 to €25,000 depending on scale and complexity. Details will be shared privately, based on scope.

📬 Interested?

The site will open soon. Stay tuned for updates.