Data Transformation

Intelligent Schema Mapping & Data Transformation

Create powerful mapping workflows to transform source tables into target schemas. Essential for importing existing metrics, data integration, and automated workflows. Visual interface meets intelligent automation.

95% Mapping Accuracy
10x Faster Setup
100+ Schema Types

Data Mapping Shouldn't Be This Hard

Moving data between systems, migrating metrics, or setting up integrations typically requires weeks of custom development and constant maintenance.

Without Data Mapper

  • Weeks of custom ETL development
  • Manual schema analysis and mapping
  • Brittle, hard-to-maintain code
  • Data type conversion errors
  • No visibility into mapping logic
  • Expensive developer time on repetitive tasks

With Data Mapper

  • Visual drag-and-drop mapping interface
  • AI-powered schema auto-detection
  • Pre-built transformation templates
  • Automatic data type handling
  • Full audit trail and lineage tracking
  • No-code solution for business users

Powerful Mapping Features

Everything you need to transform and map data between any schemas, with enterprise-grade reliability and performance.

AI Schema Detection

Automatically analyze and understand source and target schemas. AI identifies data types, relationships, and suggests optimal mappings.

Visual Mapping Interface

Drag-and-drop interface for creating complex mappings. Visual representation makes it easy to understand and modify data flows.

Transformation Rules

Apply custom transformations, calculations, and business logic during the mapping process. Support for complex data manipulations.

Metric Migration

Seamlessly import existing metrics from any system into your Metric Store. Preserve history and maintain data integrity.

Real-time Sync

Keep mapped data synchronized in real-time. Automatic change detection and incremental updates for optimal performance.

Data Validation

Built-in validation rules ensure data quality during transformation. Catch errors before they reach your target systems.

Simple 4-Step Mapping Process

From schema analysis to production deployment in minutes, not weeks.

1

Connect Data Sources

Connect your source and target systems. We support databases, APIs, files, and cloud platforms.

Database connectors API endpoints File imports
2

Auto-Detect Schemas

AI analyzes your data structures and suggests intelligent mappings based on field names, types, and patterns.

Schema inference Smart suggestions Pattern recognition
3

Configure Mappings

Use the visual interface to refine mappings, add transformations, and set up validation rules.

Drag & drop Custom transforms Validation rules
4

Deploy & Monitor

Deploy your mapping workflow and monitor performance with real-time dashboards and alerts.

One-click deploy Performance monitoring Error alerts

Common Use Cases

See how teams use Data Mapper to solve real-world data transformation challenges.

Metric Migration

Import existing metrics from legacy systems, spreadsheets, or other tools into your centralized Metric Store.

  • Preserve historical data
  • Maintain data lineage
  • Zero downtime migration

System Integration

Connect disparate systems by mapping data between different formats, schemas, and platforms.

  • CRM to analytics platforms
  • Database synchronization
  • API data transformation

Workflow Automation

Power automated workflows with intelligent data mapping that adapts to changing schemas and requirements.

  • Dynamic schema handling
  • Conditional transformations
  • Error recovery

Works With Your Existing Stack

Connect to any data source or destination. Pre-built connectors for popular platforms.

Databases

PostgreSQL MySQL SQL Server Oracle MongoDB

Cloud Platforms

Snowflake BigQuery Redshift Databricks Azure SQL

Business Tools

Salesforce HubSpot Tableau Power BI Looker

File Formats

CSV JSON XML Parquet Excel

Ready to Transform Your Data Mapping?

Join teams who've reduced data mapping time by 90% with our intelligent Data Mapper.

No credit card required • 14-day free trial • Setup in minutes