Private RAG System and AI Orchestrator for Your Business

We will build an intelligent brain for your company based on vector databases, LLM models, and AI agents. We implement specialized RAG (Retrieval-Augmented Generation) solutions that work on your data, in your infrastructure, and without subscription fees. Gain full control, eliminate AI hallucinations, and protect your intellectual property.

Why are public AI models a risk for your company?

Your organization's own sovereign intelligence

We implement RAG & AI Agents systems that operate within your infrastructure (On-Premise or Private Cloud). It's a closed "information tower" that learns from your data, ensures full security, and doesn't require fees for every query.

Private AI Architecture: Your Data, Your Rules

Own AI Orchestrator as the intelligent brain of your company

We don't create simple chatbots. We build intelligent orchestration systems that can navigate through your knowledge, connect to ERP systems, and perform tasks according to company procedures.

  • Analyzing hundreds of documents in seconds
  • Reducing AI hallucinations to a minimum (RAG)
  • Full privacy – system cut off from the public network
  • Support for any Open Source models (Llama 3, Mistral, Gemma, Phi)
  • Easy integration with ERP, CRM systems, and databases
Own AI Orchestrator

Public AI Models vs Private RAG System

Feature Chat GPT / Public AI Private Softwarewaw RAG
Knowledge Base General, from the internet (often outdated) Your documents and databases (always up-to-date)
Hallucinations High risk (making up facts) Minimal (answers only based on source)
Data Privacy Low (data in external cloud) Full (On-Premise / Your infrastructure)
Cost Model Subscription / Token fee No subscriptions (system ownership)
Customization (Fine-tuning) None or difficult Full specialization for your business
Response Speed Dependent on cloud load Instant (local server / GPU)

Knowledge Base

Chat GPT / Public AI
General, from the internet (often outdated)
Private Softwarewaw RAG
Your documents and databases (always up-to-date)

Hallucinations

Chat GPT / Public AI
High risk (making up facts)
Private Softwarewaw RAG
Minimal (answers only based on source)

Data Privacy

Chat GPT / Public AI
Low (data in external cloud)
Private Softwarewaw RAG
Full (On-Premise / Your infrastructure)

Cost Model

Chat GPT / Public AI
Subscription / Token fee
Private Softwarewaw RAG
No subscriptions (system ownership)

Customization (Fine-tuning)

Chat GPT / Public AI
None or difficult
Private Softwarewaw RAG
Full specialization for your business

Response Speed

Chat GPT / Public AI
Dependent on cloud load
Private Softwarewaw RAG
Instant (local server / GPU)

Why choose your own RAG system?

Gain intelligence tailored to your data without the risk of information leakage.

What AI solutions can we implement for you?

We implement RAG systems tailored to the specific operational needs of your company.

AI Knowledge Base

Knowledge Base and Documentation

Searchable repository of instructions, contracts, and procedures. An employee asks the chat, and the system provides an answer with a link to the source.
AI Support

Intelligent Support

An AI agent that knows your ticket history and product specifications. Resolves 80% of common customer problems without human intervention.
HR AI Agent

HR & Onboarding Agent

Support for new employees. The system automatically answers questions about benefits, holidays, or equipment setup.
AI Data Analysis

AI Data Analyst

Integration with SQL and Excel databases. Ask a question in natural language, and the AI generates a report or chart based on your data.

Meet the Softwarewaw team

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Frequently Asked Questions

1 What is a RAG system and an AI Orchestrator?
RAG (Retrieval-Augmented Generation) is a technology that allows AI models (like LLMs) to use your private data in real-time. The AI first searches your knowledge base and then answers based on the facts found. The Orchestrator is the "brain" that manages multiple AI agents and can perform tasks in other systems.
2 Is my business data secure?
Yes. We implement the entire system in your infrastructure (On-Premise or Private Cloud). Data is not sent to public servers like OpenAI or Google and is not used to train external models. You have 100% control over it.
3 What servers are needed to run the system?
Typically, a machine with about 16GB-64GB RAM GPU and a modern multi-core processor is required. For very high loads or the desire to host your own LLM models "locally", we recommend an NVIDIA graphics card (GPU) (e.g., RTX series or server modules like A100/H100).
4 Do I pay for each user or query?
No. Our business model is based on building and deploying a system that you own. Once the system is running in your infrastructure, you don't pay any subscription fees or "token fees" to third parties. AI works for free on your electricity.
5 Where does the system get knowledge about my company?
We integrate the system with your data sources: PDFs, Word/Excel documents, SQL bases, CRM/ERP systems, and even email archives. All this data is automatically indexed in a vector database, allowing the AI to find it instantly.
6 Can the AI hallucinate (make things up)?
The RAG method drastically minimizes hallucinations. The AI is forbidden from answering if it doesn't find confirmation in your knowledge base. Additionally, every answer can include a link or reference to the specific source document.
7 Can I integrate this with ERP/CRM systems?
Yes. Through a dedicated Orchestrator, AI can call APIs, read data from your business systems, and based on that, make decisions or prepare analyses.
8 What does starting cooperation look like?
We start with an audit of your data and business needs. We check where AI will bring the most value and then build a prototype (MVP) in your infrastructure so you can test the system on your own knowledge.

Launch your own RAG System and AI Orchestrator.

Tell us about your data resources and processes you want to automate. During the audit, we will check how private AI can become your new technological asset.

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    Custom RAG System and AI Orchestrator for Your Business
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