Auto-document, score and ask your MongoDB data.
Connect MongoDB as a source or destination. Every collection and field gets an AI-generated description and a data quality score. Ask your document data anything in plain English - and write transformed results back to MongoDB. No SQL, no code.
From raw MongoDB data to
Actionable Insights in minutes.
Secure Connection
Link your MongoDB instance using bank-grade AES-256 encryption. Your credentials never leave our secure vault.
Auto Profiling
Edilitics inspects every table and column in your MongoDB schema, generates AI descriptions, and scores data quality — automatically.
AI Activation
Ask your data anything in plain English. No SQL required. No raw data ever touches the LLM.
Why use the MongoDB
Connector for Edilitics?
Unlike generic ETL tools, Edilitics builds a Governance-First loop around your MongoDB data, ensuring trust before analysis.
Zero-Touch Data Observability
Automatic monitoring of schema drift and data health anomalies without manual configuration.
Privacy-Preserving AI
Our proprietary Tiered Trust model ensures that AskEdi reasons on metadata, not your raw records.
Instant Semantic Layer
AI-generated column descriptions that bridge the gap between raw tables and business logic.
Advanced Capabilities
Enterprise-Grade Architecture
Governance-First Loop
Trust your MongoDB data
before you query it.
Auto DQ Scoring
Triple-Block Sampling Active
Integrate executes proprietary sampling across 16,600 rows of your MongoDB data to ensure a 99% confidence level.
DQ = (0.50 × comp) + (0.25 × uniq) + (0.25 × compl)AI Readiness (AIR)
AskEdi Reasoning Optimized
Clean data isn't enough. AskEdi needs business context to reason accurately and eliminate every hallucination.
AIR score = (DQ × 0.5) + (Semantic Validation × 0.5). Grades D/F trigger an advisory warning in sessions.
Automated Statistical Dimensions
Every column in MongoDB undergoes a seven-point audit to build the governed semantic layer.
Write analytics-ready MongoDB data
to any destination.
Transform your MongoDB data and write the results directly to any major cloud warehouse or database. Clean, governed, and ready to use - no export scripts, no manual handoffs.
Everything you need to know about the MongoDB Connector.
Get answers to common questions about connecting MongoDB to your data stack.