Altova MapForce
Altova MapForce is a graphical data mapping tool for transforming and integrating XML, JSON, database, and EDI data through a drag-and-drop interface that generates execution code automatically.
Trifacta
Trifacta is a data preparation platform that uses machine learning to help you visually explore, clean, and prepare diverse data for analysis and machine learning workflows.
Quick Comparison
| Feature | Altova MapForce | Trifacta |
|---|---|---|
| Website | altova.com | trifacta.com |
| Pricing Model | One_time | Subscription |
| Starting Price | $??/month | $80/month |
| FREE Trial | ✓ 30 days free trial | ✓ 30 days free trial |
| Free Plan | ✘ No free plan | ✘ No free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 1992 | 2012 |
| Headquarters | Beverly, USA | San Francisco, USA |
Overview
Altova MapForce
Altova MapForce is a visual data mapping and integration tool that simplifies how you transform complex data structures. Instead of writing manual transformation code, you use a graphical interface to map data between XML, JSON, databases, EDI, Excel, and Web services. You can simply drag lines between source and target structures to define your data movements and apply built-in functions for data processing.
The software helps you automate recurring integration tasks by generating royalty-free code in Java, C#, or C++, or by deploying mappings to MapForce Server. It is ideal for data architects and developers in finance, logistics, and healthcare who need to manage high-volume data conversions without the overhead of manual coding. You can choose between Professional and Enterprise editions depending on your need for EDI or Web services support.
Trifacta
Trifacta, now part of Alteryx, provides a visual interface for exploring and transforming messy data into clean assets for your business. You can connect to various data sources, from local files to cloud warehouses, and use automated suggestions to identify errors or outliers. The platform uses a 'Predictive Interaction' engine that watches your movements and suggests the most likely transformations you need, saving you from writing complex code or scripts.
You can build automated data pipelines that refresh your datasets on a schedule, ensuring your analytics dashboards always stay current. It is designed for data analysts and engineers who need to speed up the tedious parts of data cleaning. Whether you are working in AWS, Azure, or Google Cloud, you can scale your data preparation tasks without worrying about the underlying infrastructure.
Overview
Altova MapForce Features
- Drag-and-Drop Mapping Connect source and target data structures visually by dragging lines between fields to define your transformation rules.
- Multi-Format Support Map data across XML, JSON, relational databases, Excel, and flat files within a single unified mapping project.
- Extensive Function Library Apply built-in mathematical, string, and logical functions to your data during the mapping process to ensure accuracy.
- Automatic Code Generation Generate royalty-free C#, C++, or Java code from your visual mappings to integrate into your own applications.
- EDI Integration Map and transform electronic data interchange formats like X12, EDIFACT, and HL7 for seamless supply chain communication.
- Interactive Data Preview View the results of your data mapping instantly with a built-in execution engine before deploying to production.
Trifacta Features
- Predictive Interaction. Select any part of your data and get instant transformation suggestions based on your specific selection patterns.
- Visual Data Profiling. Identify data quality issues immediately with interactive histograms and maps that highlight missing or mismatched values.
- Adaptive Stack. Connect directly to cloud platforms like Snowflake, Databricks, or BigQuery to process data where it lives.
- Automated Pipelines. Schedule your data flows to run automatically so your downstream reports always have the latest information.
- Standardized Cleaning. Apply pre-built functions to format dates, phone numbers, and addresses consistently across all your different datasets.
- Collaborative Workspaces. Share your data recipes and flows with your team to maintain a single source of truth.
Pricing Comparison
Altova MapForce Pricing
- XML to XML mapping
- Database to XML mapping
- JSON and Excel support
- Built-in data processing functions
- Java, C#, and C++ code generation
- Visual data mapping debugger
- Everything in Professional, plus:
- EDI data mapping (X12, EDIFACT)
- Web services integration (SOAP/REST)
- XBRL data mapping
- NoSQL database support
- Advanced data streaming for large files
Trifacta Pricing
- Individual user access
- Standard data connectors
- Automated data profiling
- Machine learning suggestions
- Basic scheduling capabilities
- Everything in Professional, plus:
- Unlimited users and scaling
- Advanced security and SSO
- VPC deployment options
- Priority technical support
- Custom API integrations
Pros & Cons
Altova MapForce
Pros
- Handles extremely complex XML and EDI structures easily
- Generates clean and efficient royalty-free source code
- Visual debugger makes finding mapping errors very simple
- Supports a massive range of legacy and modern formats
- Stable performance even with very large data sets
Cons
- Interface feels dated compared to modern web apps
- Steep learning curve for non-technical business users
- Licensing costs can be high for small teams
- Requires separate server purchase for automated execution
Trifacta
Pros
- Intuitive visual interface simplifies complex transformations
- Machine learning suggestions save significant manual effort
- Excellent integration with major cloud data warehouses
- Strong visual feedback during the cleaning process
Cons
- Steep learning curve for very complex logic
- Performance can lag with extremely large datasets
- Pricing is high for small individual projects