camelAI connects directly to MongoDB—no complex aggregation pipelines needed. It understands MongoDB's document model and can navigate nested JSON structures naturally. Whether you're querying embedded arrays, accessing nested fields, or performing complex aggregations across collections, just ask in plain English. camelAI generates the optimal MongoDB queries, executes them, and returns results with visualizations that make sense for your document structure.
Need regular insights from your MongoDB collections? camelAI lets you save any query or visualization as a dashboard artifact. Each view automatically refreshes with the latest documents from your collections. MongoDB's indexing capabilities ensure lightning-fast performance, even with large document sets. Create dashboards that track everything from user behavior stored in nested arrays to complex metrics aggregated across multiple collections—all updated in real-time with your MongoDB data.
camelAI's report generation leverages MongoDB's powerful aggregation framework behind the scenes—running sophisticated pipelines that analyze your document structures and relationships between collections. Whether you store simple documents or complex nested objects with arrays, the AI can traverse your data model to create comprehensive analyses. In minutes, you get an in-depth report with visualizations, insights, and recommendations based on patterns in your MongoDB collections. Perfect for discovering trends in your document store that might be hidden in traditional SQL-style analysis.
Yes, your MongoDB connection is secure. We use MongoDB's native authentication mechanisms including SCRAM authentication and X.509 certificates when available. Your connection strings and credentials are encrypted both in transit and at rest. If you revoke access, the connection is immediately terminated and we destroy all stored credentials.
camelAI's infrastructure is hosted on AWS. Data from applications is pulled only when necessary and limited to what you request in your prompt. It is stored in an EC2 cache for 5 minutes and then deleted. For more information, please see our Security Policy and our security blog post.
We use your MongoDB connection string (with optional authentication mechanisms) to connect, accessing only the specific collections and documents you request. All credentials are encrypted and stored securely, and can be revoked instantly from your settings.
We only store MongoDB queries temporarily (caching for up to 5 minutes) to fulfill your request. After that, both queries and result sets are purged from our system.
You can revoke credentials in your account settings or by rotating your MongoDB user credentials. This immediately terminates our ability to access your database.
No. We do not train on any MongoDB data, and we have opted out of data sharing for training. Your document structures and data remain completely private.
