AI Knowledge Base Q&A · On-Premises Private Deployment

Turn Your Company's Documents
into an Ask-Anything Knowledge Base

Upload documents and the knowledge base builds itself; employees simply ask and find answers, each with its source cited. Everything runs on your own servers — no cloud, no data leaving the company.

7
Built-in AI Modules
100%
On-Premises Compute
With Sources
Answers are traceable and verifiable
Multiple Knowledge Bases
Isolated by department with access control
Why You Need It

Company Knowledge Shouldn't Be Locked on Someone's Hard Drive

Specs, quotes, meeting minutes and regulatory interpretations are scattered across folders and inboxes; newcomers ask veterans, veterans dig through files, and the same question gets asked ten times a year. Trying ChatGPT hits the first wall immediately: can these documents be uploaded to someone else's cloud?

🔍

Findable

No need to remember where a file lives or what it's called — ask in plain language and the system pulls the answer from the whole corpus.

📌

Trustworthy

Every answer cites which document and which passage it came from, so you can click back and verify — no black-box paragraphs.

🔐

Stays In-House

Models and the vector store run entirely on your own servers; documents are never uploaded to external services, and it works even without internet.

Capabilities

Seven Built-in Modules

More than Q&A. From document preprocessing and voice interaction to usage audit logs, one system bundles the everyday AI functions you'll actually use.

💬

Knowledge Base Q&A

Ask about uploaded documents and the AI finds the answer with sources. Supports multiple knowledge bases managed separately by department or project.

🎙️

Voice Assistant

Query the knowledge base or schedule events by voice, with spoken replies. Works from a mobile browser, and an Android app is available.

📅

Calendar Assistant

Add a meeting to Google Calendar with one sentence — no clicking through the calendar filling in fields.

📄

Document to Markdown

Convert PDF, Word, PPT and images to plain text with OCR and translation, so even scanned files can enter the knowledge base.

🎧

Speech-to-Text Transcripts

Turn meeting recordings into transcripts exported as SRT, Markdown or Word, with automatic key-point summaries.

📊

Sales Forecast Dashboard

Star-schema multidimensional analysis with XGBoost / LightGBM turns historical data into readable forecast trends.

🛠️

Admin Console

System settings, knowledge base management, Q&A logs, module toggles and account permissions in one back office. Q&A logs are retained automatically — who asked what, when, and how the system answered — for auditing and continuous corpus improvement.

How It Works

Upload → Chunk → Index → Ask → Answer with Sources

The entire pipeline runs on your own servers; no step sends documents outside.

📄 Upload Documents Parse / OCR Chunk + Embed Vector Database Semantic Retrieval Local Model Generation 📌 Answer with Sources
Architecture

Fully Open-Source, Offline-Capable, No Cloud Lock-in

Models and databases live on your own machines — no API usage fees, and no concern about your data being used for training.

OllamaLocal LLM inference
ChromaDBVector database · multi-base isolation
n8nWorkflow orchestration · module integration
PostgreSQLQ&A logs · account permissions
WhisperSpeech recognition to transcripts
MarkItDown / TikaDocument parsing · OCR
Docker ComposeOne-click deploy · version rollback
Nginx + TLSSingle entry point · access control
Who It's For

Where It Makes the Biggest Difference

🏭

Manufacturers & Engineering Firms

Equipment manuals, specs, construction drawings and acceptance documents are voluminous and scattered; field staff need the correct version instantly.

🏛️

Teams That Look Up Regulations

Regulations, interpretations and operating guidelines change often; asking beats flipping through clauses, and cited answers can be quoted directly.

🔒

Organizations That Can't Let Data Out

Public sector, healthcare, finance or trade-secret-sensitive enterprises whose security policies forbid sending documents to overseas clouds.

👥

Teams with High Turnover

Long onboarding and veterans tired of repeat questions — capture accumulated knowledge in a database anyone can query anytime.

Start with One Department's Documents

Adoption doesn't have to happen all at once. We can build a knowledge base from one department's documents, let real users try it for a while, and expand once it proves useful. Book a time for a live demo.

AI Knowledge Base Q&A · On-Premises Private AI
RAG (Retrieval-Augmented Generation) Answers with Sources Multi-Base Access Control Voice Q&A OCR Document Parsing Q&A Audit Logs Works Offline