UCO AI

Digitize and accelerate access to corporate knowledge. UCO AI is a secure corporate solution based on local Large Language Models (LLM) that instantly answers employee questions about internal regulations and automatically builds analytical reports from databases.

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UCO AI Assistant

What Problems Does UCO AI Solve?

Employees in large organizations spend up to 20% of their working hours searching for the right information. Here are the core data security and management issues we solve:

Commercial Secret Leaks

Employees uploading confidential data to external tools (ChatGPT, Claude) leaks intellectual property to public clouds. UCO AI runs 100% On-Premise inside your corporate network.

Hours Lost Searching Regulations

Finding a specific clause in internal guidelines takes hours. Our AI understands the context of documents and delivers precise answers with page citations in under 15 seconds.

Dependence on IT and SQL Analysts

Business users wait days for IT to extract database reports. Our Text-to-SQL agent converts conversational requests ("Show sales by region") into query code and outputs charts instantly.

Functional Modules

01

Document Agent (Vector RAG)

Upload internal documents, manuals, and project folders (PDF, Word, Excel). Our advanced Qwen embedding engine vectorizes text, enabling semantic search and finding precise context chunks in seconds.

02

Database Agent (SQL RAG)

Connect your enterprise databases (ERP, 1C, CRM, SAP). Users ask questions in plain text or voice, and the system automatically writes SQL queries and generates structured reports.

03

100% On-Premise Security

Deploy completely locally on your company's GPU servers. We run modern open-source LLMs (Gemma, Qwen, Llama), ensuring that confidential enterprise data never leaves your infrastructure.

04

High Performance with vLLM

Our model execution uses vLLM, the industry standard for high-throughput enterprise workloads. It optimizes GPU memory and delivers fast responses even during peak concurrent user requests.

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Business Value & ROI

Digitizing your corporate knowledge base with UCO AI significantly speeds up operational workflows:

up to 90%
Search Time Saved
Reduce the time needed to locate specific regulation clauses from hours to 15-20 seconds.
40%
Faster Onboarding
Speed up new hire integration by letting them get immediate answers directly from the AI agent.
100%
IP Protection
Ensure complete confidentiality of trade secrets with local offline hosting and no external internet connections.

Integration Blueprint

UCO AI serves as an intelligent overlay across your corporate repositories:

Real-Time Data Synchronization

The UCO architecture supports secure integration with all key enterprise IT systems through modern interfaces:

  • ERP & Accounting: Two-way synchronization with 1C:ZUP, 1C:ERP, and SAP HR.
  • Directory Services: Single Sign-On (SSO) and employee credentials via Active Directory / LDAP.
  • External Platforms: Connections with access control systems, healthcare portals, job boards (hh.ru), and digital signatures.
UCO Integration Loop

Frequently Asked Questions (FAQ)

Common questions about corporate AI deployments:

What hardware specifications are required for On-Premise installation?
To run local LLM models (e.g. Qwen-2.5-32B or Gemma-3) stably, servers with Nvidia GPU accelerators are required. Minimum setup: 1x Nvidia GPU A10G / RTX 4090. For highly loaded systems, we recommend 2x or 4x Nvidia H100 / A100 GPUs.
Does the system support Kazakh language queries?
Yes, we utilize multilingual foundation models (Qwen, Llama) fine-tuned on Kazakh text corpuses. The system correctly identifies Kazakh semantics and generates answers in the state language.
How does the AI update its knowledge when guidelines or regulations change?
We establish an automated indexing pipeline. When a new document version is uploaded or modified in your shared file storage, UCO AI automatically recalculates vector embeddings and updates its knowledge base in a few minutes.