Introduction to Smart Analysis
Kolossus Chat's Smart Analysis transforms how teams work with data. Instead of writing queries or building dashboards, you simply ask questions in natural language and receive comprehensive analytical responses complete with visualizations.
Connecting Your Data Sources
Smart Analysis works with your existing data infrastructure. Connect to:
- SQL databases (PostgreSQL, MySQL, SQL Server, Oracle)
- Data warehouses (Snowflake, BigQuery, Redshift)
- Business applications (Salesforce, HubSpot, SAP)
- Spreadsheets and CSV files
Asking Analytical Questions
The key to great analysis is asking the right questions. Start broad and drill down:
- "What were our top performing products last quarter?"
- "Break that down by region"
- "What's driving the difference between East and West?"
- "Show me the trend over the last 6 quarters"
Working with Visualizations
Smart Analysis automatically generates appropriate charts and graphs. You can request specific visualization types:
- "Show this as a bar chart"
- "Create a trend line"
- "Give me a pie chart breakdown"
Scheduling Automated Reports
Turn any analysis into a recurring report. Set up daily sales summaries, weekly performance reviews, or monthly trend analyses that arrive automatically in your inbox or Slack.
Advanced Analysis Techniques
- Comparative Analysis: "Compare Q4 2025 to Q4 2024"
- Cohort Analysis: "Show retention by signup month"
- Predictive Insights: "Forecast next quarter's revenue"
- Anomaly Detection: "Flag any unusual patterns in the data"