## Chat to Excel

Buried in Excel and endless formulas? Stop struggling — unlock insights instantly. Upload your data and describe your analysis in natural language. Ada.im detects fields, understands your data, and delivers clear, actionable, visual insights.

### Interpretation

Data from multiple files can be uploaded at once and processed according to complex analysis instructions. Ada.im automatically cleans and normalizes data—removing duplicates, standardizing formats, and identifying anomalies—efficiently uncovering underlying trends and patterns to provide reliable support for decision-making.

## Visualization

Based on the uploaded data, intelligent suggestions for analysis directions are offered, and diverse results can be generated, including visual charts and structured analytical reports. Outcomes can be exported, enabling efficient and intuitive data insights without cumbersome operations.

# FAQ

Find answers about Ada.im, your AI Data Analyst

### What is Ada.im?

Ada.im is the world's first AI data analyst that transforms raw datasets into professional, enterprise-grade reports in minutes. Built to automate tedious data tasks like data cleaning, SQL generation, and report creation, Ada.im helps you skip manual work and speed up analysis with cutting-edge AI technology.

### What makes Ada.im different from other data analysis tools?

Ada.im uses an **agent-based architecture** that understands context, recognizes patterns, and generates professional reports without requiring coding or SQL knowledge. Unlike traditional BI tools, Ada.im automatically handles data cleaning, generates SQL queries, and creates narrative-style reports complete with visuals, forecasts, and strategic takeaways—all with a single click.

### What data sources does Ada.im support?

Ada.im can analyze data from diverse sources including **Excel spreadsheets, CSV files, SQL databases, and cloud services like Google Drive**. The platform supports uploading large files and integrates seamlessly with various data sources, making it easy to work with your existing data infrastructure.

### What kind of reports can Ada.im generate?

Ada.im creates **professional, narrative-style reports** across multiple business functions including sales performance reviews, marketing campaign analysis, financial forecasting, customer behavior insights, and operational metrics. Each report includes visualizations, data-driven forecasts, and strategic recommendations delivered in just minutes.

### Do I need coding or SQL skills to use Ada.im?

**No coding or SQL skills required!** Ada.im is built for everyone—from business analysts to executives. The platform uses natural language processing and automatically generates SQL queries behind the scenes, so you can focus on insights rather than technical implementation. It's a true no-code solution.

### Does Ada.im hallucinate or provide inaccurate data?

No. Ada.im uses an **auto-generated semantic layer** that ensures the LLM (Large Language Model) interacts only with verified, structured data. This eliminates hallucinations and guarantees that all insights and reports are based on your actual data, making Ada.im reliable for business-critical decisions.

### Who should use Ada.im?

Ada.im is built for **anyone who works with data**—business analysts, data scientists, marketing teams, finance professionals, operations managers, and executives. Whether you're analyzing sales trends, tracking marketing ROI, or generating financial forecasts, Ada.im simplifies complex data tasks for professionals across all departments and industries.

### How fast can Ada.im generate reports?

Ada.im generates professional reports in **just minutes**—tasks that typically take hours or days with traditional methods. From uploading your data to receiving a polished, actionable report with visualizations and insights, the entire process is streamlined through Ada.im's intelligent automation.

### What are the four levels of data agents in Ada.im?

Ada.im operates on a sophisticated **four-level data agent architecture**: **L1 - Querying** (instant data retrieval), **L2 - Analysis** (pattern recognition), **L3 - Insights** (strategic recommendations), and **L4 - Action** (automated reporting and cross-functional handoffs). This layered approach ensures comprehensive data-to-decision workflows.