AI Insights

Natural language queries, Gemini-powered analysis, and intelligent data quality assessment

What is AI Insights?

AI Insights is your intelligent assistant for understanding and analyzing actuarial data. Powered by Google's Gemini AI, it automatically examines your datasets and provides human-readable explanations, recommendations, and insights without requiring any technical knowledge.

Think of it as having an expert data scientist who can instantly understand your data and explain it to you in plain English, highlighting important patterns, potential issues, and suggesting the best analysis approaches.

Key Features

Natural Language Queries

Ask questions about your data in plain English. No need to write SQL or code. Just type "Show me the average claim amount by age group" and get instant visualizations.

Automatic Data Understanding

Gemini AI automatically detects what type of data you have (survival data, claims data, mortality tables, etc.) and provides relevant insights specific to that data type.

AI-Generated Column Descriptions

Each column in your dataset gets an AI-generated description explaining what it represents, making it easy to understand unfamiliar datasets.

Data Quality Assessment

Automatically identifies data quality issues like missing values, outliers, and inconsistencies, with AI-powered recommendations for cleaning and improvement.

Recommended Visualizations

AI suggests the most appropriate charts and graphs for your data, automatically creating visualizations that highlight key patterns and trends.

How It Works

The AI Insights Process:

Upload Data
→
AI Analysis
→
Get Insights
→
Ask Questions
1

Upload Your Data

Simply upload your CSV file. ADaaS supports various actuarial data types including survival data, claims data, mortality tables, and more.

2

AI Analyzes Automatically

Gemini AI examines your data structure, detects the data type, identifies key columns, and generates comprehensive insights about your dataset.

3

Get Instant Insights

View AI-generated descriptions, key insights, business recommendations, and data quality assessments—all in plain language that anyone can understand.

4

Ask Questions

Use natural language to query your data. Ask anything from simple questions like "What's the average age?" to complex ones like "Show me survival curves by gender."

Common Use Cases

Quick Data Exploration

Quickly understand a new dataset without spending hours manually exploring it. Get instant summaries and key statistics.

Data Quality Checks

Identify data quality issues before running complex analyses. Get AI recommendations for data cleaning and preparation.

Ad-hoc Analysis

Answer quick questions from stakeholders without writing code. Generate charts and insights on-demand using natural language.

Learning Tool

New to actuarial analysis? AI Insights explains concepts and patterns in your data, helping you learn while you work.

Try AI Insights Now

Upload your first dataset and experience AI-powered insights