Standardize Client Data Transformations
Without Rebuilding Them Every Time
Define reusable logic for CSV, Excel, and JSON files — visually, or with human-in-the-loop AI. Standardize complex data onboarding while reducing engineering involvement and delivery risk.
Operational Efficiency
Prevent Mapping Inconsistencies
Projects slow down when logic is reimplemented per client or when edge cases cause last-minute delays. Move your mapping logic into a standardized, visual environment.
Consistent Logic
Avoid reimplementing transformations for every new client file. Define the rule once and apply it universally.
Defined Outputs
Ensure every field matches your system's required schema. Apply per-field validations to ensure type adherance.
Reduced Escalations
Enable implementation teams to handle complex mappings and validations without escalating to engineering.
Workflow
From Source File to Validated Template
A streamlined process to turn raw client files into strict, validated imports.
Define Destination Fields
Establish your target schema. You can manually define fields or upload a sample CSV/Excel/JSON file to automatically extract headers and structure.
Global Filters & AI
Apply pre and post-processing filters to clean the dataset. Use 'Map All' to let AI suggest mappings and logic for review.
Save as Template
Save the complete configuration to your library. Version control and share templates across your team.
Transform & Reuse
Use mappings for future files from the same source. Upon uploading a source file, the system references all mappings in the library to automatically suggest the best match.
Why teams choose this approach
Unlike ad-hoc scripts or one-off mappings, DataFlowMapper centralizes transformation logic into a shared, reusable system — reducing rework and delivery risk across clients.
Control & Safety
Enterprise-Grade Validation
Designed with implementation teams who deal with real-world client files. We prioritize accuracy and predictability over black-box automation.
Human-in-the-loop
AI suggests, but you decide. Review and approve every mapping and transformation rule before it goes live.
Deterministic Outputs
Logic executes consistently every time. No hallucinations or varying results between runs.
Per-Field Validation
Define strict validation rules for every output field to catch data quality issues early.
Global Filtering
Filter rows before or after processing to ensure only relevant data enters your system.
Use Cases
The go-to for data import solutions
Empowering technical teams to solve complex data onboarding and migration challenges
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
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.
Start mappingNewsletter
Get the latest updates on product features and implementation best practices.