Connector Database / S3
Analyze your S3 data with AI
Build interactive dashboards, generate automated reports, and unlock business intelligence insights from your S3 data with AI-powered assistant.
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Start with a question
Generate automated reports and business intelligence insights from your S3 data—as fast as you can ask them.
Build dashboards and data visualizations
Transform your conversation into dynamic data visualizations on an intuitive data canvas.
Integrate all your data
Unify your S3 data with DuckDB-powered data warehouse including Quickbooks, Stripe, Zendesk and Salesforce.
Available S3 Data
Reads files stored in Amazon S3 (and S3‑compatible object stores) such as CSV, JSON Lines, Parquet, and Avro, applying glob/prefix filters and optional schema inference to turn files into tabular records. This enables centralizing raw data dumps, exports, logs, and other file-based datasets for downstream analytics.
Dataset
A logical table composed of files in a bucket matched by a prefix or glob with optional schema inference. Enables analysis of dataset freshness, completeness, row counts, and ingestion latency across file-based exports and logs.
File Object
An individual S3 object (file) and its metadata such as size and last modified time. Supports monitoring of file delivery SLAs, volume growth, partition coverage, and file-level ingestion errors.
Record
Row-level records parsed from file contents (CSV, JSON Lines, Parquet, Avro). Powers downstream KPIs and aggregations like volumes, trends, and cohort analyses once ingested.
Schema
The inferred columns and data types derived from the dataset’s files. Enables tracking of schema drift, type conformance, and data quality validation.
Authentication Required
Uses your AWS Access Key ID and Secret (or an assumed IAM role) to authenticate; can read public buckets without credentials
Getting started with
S3 Analytics & Business Intelligence
Connect your S3 data
Connect to S3 once and automatically sync data to your centralized data warehouse for real-time reporting and analytics.
Build business intelligence models
Create automated reports, dashboards, and data visualizations with customizable business logic and AI-powered insights for consistent analytics across your organization.
Generate reports and insights
Create interactive dashboards, automated reports, and data visualizations with AI-powered business intelligence. Share live analytics and scheduled reporting with your team.
Want to see how easy it is to get started?
S3 usersDefinite
People love Definite because it lets you focus on what matters. Setting up your own data infrastructure doesn't make your beer taste better. Skip the tedium and start at analytics.
I was leading the efforts of setting up a business intelligence function. I was surprised how complex this all was to do even today. It's something that every tech company would need at some point but it hasn't been simplified. You need a whole team focused on building a data warehouse, setting up the right pipelines, and then integrating a BI tool on top.Definite wasn't only the answer to this problem, it tackled the next problem I knew I'd have as soon as the BI tool was ready — how do we get non-technical teams and people to learn and utilise such a tool.
Our analytics before Definite consisted of dozens of Excel sheets that took hours to update. Manual updates led to errors. Everyone questioned the accuracy of the numbers. Many people just stopped looking at the reports.After Definite, everything ran like clockwork.We immediately saved thousands of dollars per month in the time spent updating reports and have built strategies (e.g. improved ROI on ad spend, inventory management, etc.) on the data that will yield millions to our bottom line.
Have questions?
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Data doesn't need to be so hard
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