Map, Transform, and Validate
CSV, JSON, & Excel Data
Visually build transformations and use AI to automate mapping logic. Then transform every CSV, Excel, or JSON file from the same vendor or template with one click.
Key Outcomes
Why DataFlowMapper
For client implementations, data migrations, and recurring operations
Minimize Rework & Manual Labor
- Eliminate inconsistencies & repetitive tasks
- Reduce errors in critical client files
- Standardize data operations
Accelerate Time to Value
- Get projects live sooner without extra effort
- Reduce implementation timelines by weeks
- Increase capacity without headcount
Free Up Engineering Resources
- Empower non-technical team members
- Keep engineering focused on core product
- Reduce reliance on developers
How it works
Implementation & onboarding solutions
Build repeatable transformations, validate data, and accelerate customer onboarding.
Map source columns to destination fields. Create custom transformation & validation rules using the visual logic builder.
Save the mapping as a reusable template. Share it across your team to standardize future imports.
Run new files through your template. The system transforms data, checks for validation errors, and outputs a clean file.
| # | Full Name← contact_name | Email Address← email_addr | Status← acct_status | Amount← total_val |
|---|---|---|---|---|
| 1 | John Smith | j.smith@co.com | Active | $1,200.00 |
| 2 | Sarah Jones | s.jones@net.io | Active | $3,450.00 |
| 3 | Mike Brown | mike.brown#gmail Invalid email format | Pending | $800.00 |
| 4 | Emma Wilson | e.wilson@org.uk | Active | $2,100.00 |
Features
Build mappings once, reuse often
Designed to handle any transformation, onboarding, or migration challenge reliably
Drag-and-drop source to target in minutes. Handle flat files or nested JSON and preview results instantly as you build.
Features
Build mappings once, reuse often
Designed to handle any transformation, onboarding, or migration challenge reliably
Map data visually, instantly
Drag-and-drop source to target in minutes. Handle flat files or nested JSON and preview results instantly as you build.
Transform data, no code required
Visually craft complex transformation rules that Python code for you. Use our library of 50+ built-in functions to transform data.
Deploy autonomous AI agents
Let AI agents iteratively analyze, transform, and validate your data to build complete templates.
Enrich & cross-reference data
Join local files or perform real-time lookups to APIs & databases. Enrich & validate records against external data from any source.
Prevent errors with robust validation
Use the same visual builder to define data validation rules. Catch formatting errors and inconsistencies before loading.
Flexibility for complex scenarios
Seamlessly blend no-code visual building with custom Python snippets to handle any edge case.
Integrate with your ecosystem
Pull data directly from Cloud Storage, APIs, and Databases. Push transformed data directly into the same target systems.
Use Cases
The go-to for data import solutions
For repeatable CSV, Excel, and JSON imports — not streaming ETL or analytics workflows.
Client Data Onboarding
Standardize messy client data instantly with AI-powered mapping and reusable templates
Software Implementation
Accelerate go-live times by empowering non-technical teams to handle data migrations
Legacy System Migrations
De-risk high-stakes migrations with visual validation and automated data transformation
Software Vendors
Win more deals and boost customer satisfaction by simplifying onboarding
Consultancies
Scale your service delivery by building a library of reusable mapping templates
Operations
Streamline product catalog mapping and inventory data synchronization
Interactive Demo
See It In Action
Drag source fields to destination mappings, then transform to see results
Drag fields to map them to destination columns
Benefits
Built for Complex Data Transformations
We empower implementation teams to automate data onboarding and migration workflows visually.
Eliminate Manual Work
Save thousands in billable hours from time wasted doing manual data work.
Slash Go-Live Time
Accelerate time-to-value by cutting data migration & conversion timelines.
Free Up Technical Resources
Stop wasting technical resources writing scripts from the ground up.
Transformation Status
Scale Implementation Teams
Handle more client implementations without increasing headcount.
Improve Data Accuracy
Cut rework and ensure data integrity with automated validations.
Standardize Workflows
Create repeatable, standardized processes to get customers live faster.
Platform
Intelligent Data Onboarding
Transform, validate, and migrate data with AI-powered agents and visual workflows
Automated Data Transformation
Upload source files, apply repeatable mapping templates, and process data with enterprise-grade validation.
AI Onboarding Agents
Define instruction profiles and let AI agents autonomously generate mappings, fix errors, and refine data quality.
End-to-End Data Workflow
From raw source files to complex mapping and final delivery to your target systems
Visual Logic Builder
Build transformations and validations visually with conditional logic and over 50 functions
Powerful Lookups & Joins
Perform complex lookups and joins to enrich your data from any source.
Template Library
Share templates across your team for repeatable, consistent data migrations.
FOR SECURITY FIRST TEAMS
Scale securely with confidence
Our architecture is designed to minimize liability and risk. Client data is securely stored for 24 hours to facilitate large file operations, then permanently deleted.
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Zero-Training
EncryptedFAQs
Frequently Asked Questions
Find all your doubts and questions in one place. Still couldn't find what you're looking for?
Full Access for 30 Days
Try DataFlowMapper risk-free for 30 days. No credit card required. Early adopter pricing after 30 days.
1-on-1 Onboarding & Support
Partner with us and get tailored solutions for your unique data onboarding needs.
Product Roadmap & Features
Get first say in the future of DataFlowMapper. Your feedback shapes our platform.
The visual data transformation platform that lets implementation teams deliver faster, without writing code.
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