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the time it takes to create reports has been reduced
by
times
by
the accuracy of the analysis increased
How visualizing analytics and predicting the likelihood of successful completion of a flight can minimize manual data processing for reports
BI Assistant for creating analytical dashboards and automated data analysis
DUC SmartBI functions
solution
01/04
1. Easy and secure access
Single sign-on for everyone with a flexible system of roles and permissions. You control who has access to what data (at the level of entire organizations or individual projects). Connect to any databases—MySQL, PostgreSQL, ClickHouse, Trino, and others. All your data remains in its original source.
02/04
2. The AI assistant understands context
Ask questions in natural language ("show sales for the last month by region"), and the system will automatically generate and execute the correct SQL query. The AI fully understands your data: the system automatically indexes metadata (schemas, relationships, field descriptions). You can supplement its knowledge to improve the quality of its answers.
The assistant is constantly learning: you can further train it with examples of successful queries and reference SQL codes to better understand the specifics of your tasks.
03/04
3. Clear visualization and ready-made reports
Automatically generate charts and diagrams: simply request data, and the system will immediately suggest suitable visualization options.
Create interactive dashboards with filters that update in real time. No more waiting for analysts to deliver completed reports.
04/04
4. Полный контроль и интеграция
Deployment flexibility: You can use both cloud-based and on-premises LLMs, which is important for security and compliance.
Transparency of all processes: the system maintains detailed logging and tracing of all interactions with AI for auditing and debugging.
Integrate analytics into your processes:
Use the API to embed the platform's capabilities into other corporate systems.
Benefits of DUC SmartBI
characteristics
The system ensures data security at the level of organizations, projects, and individual dashboards.
SmartBI works with any of your data: from traditional relational DBMS (MySQL, PostgreSQL) to modern high-performance columnar databases (ClickHouse)
The system automatically scans and loads data schemas, table relationships, and field types.
Users without SQL knowledge can generate complex analytical reports simply by asking questions in natural language.
Ability to connect to both powerful proprietary models (e.g. GigaChat) and local (on-premise) LLMs
Analysts can edit and enrich metadata (add field descriptions, business terms, and instructions), which improves the accuracy and relevance of AI-generated responses.
The system not only extracts data, but also automatically selects the appropriate chart type (bar, line, pie, etc.) to best present it.
Ability to combine different visualizations on multi-page dashboards
All reports and dashboards are updated simultaneously with the data updates in the sources.
All generated queries and reports are saved in history, allowing you to quickly return to them, use them as templates for new studies, or share them with colleagues.
The availability of an API allows you to integrate SmartBI analytics into other corporate systems (CRM, ERP), portals, or business processes, creating a unified information environment.
Options for implementing the DUC SmartBI
implementation
System deployment
SAAS
Using Large Language Models (LLM)
in the cloud of "DUC Technologies" or at the customer's
In the customer's closed circuit
Open models
Gemma2, Llama3, Mixtral, etc.
In the customer's closed circuit
GigaChat, YandexGPT, etc.
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