blc Data Toolkit - for language data that works
The blc Data Toolkit is a modular framework written in Python that we developed specifically for the structured processing and analysis of language data.
It serves as the technical foundation for our services in the fields of language data, terminology, translation memory and AI.
With our blc Data Toolkit we automate precicely those processing steps that would be too time-consuming and resource-intensive to perform manually on large datasets. This enables us to analyze, clean, transform and prepare large volumes of language data efficiently for the respective use case.
Reusability and extensibility are at the heart of its design: the blc Data Toolkit consists of a wide range of specialized modules and functions that support both standardized and customized workflows – in a scalable and transparent way.
What makes it different: We adapt the processing workflow to your data, requirements and downstream processes – not the other way around. This allows us to create individually configurable data pipelines instead of relying on rigid solutions.
blc Data Toolkit Architecture and Functionality
The framework follows a component-based structure and offers, among other things:
- Modular libraries for processing language data, e.g. unstructured text, termbases and translation memories
- Interfaces for connecting external systems (e.g. AI tools or databases)
- Logging and reporting for the traceability of all work steps
- Custom pipeline support that integrates customer-specific processing logic
- Scalability through automation – for both one-off analyses and continuous processes
Developed from real-world project experience, the blc Data Toolkit combines our exprtise in language data, technology and processes, so that we know exactly, what good data needs to look like.
Would you prefer a more detailed explanation? Find out more in our blog!
Quality and Security for Your Data
Because many processing steps are automated, our experts review the results at the points where human expertise adds the greatest value – supported by reports and analyses generated by the blc Data Toolkit.
At blc, automation does not replace expertise, human specialists review and assess the results wherever subject-matter knowledge, linguistic judgement or customer-specific decisions are essential for quality and reliability. This allows us to combine scalable data processing with an exprt-in-the-loop approach.
And to keep your data secure, all customer data is processed exclusively on premises on blc servers!
AI-supported processing steps are also carried out locally, meaning that your customer data is not transferred to external AI systems.
Typical Applications
The blc Data Toolkit is used in project scenarios where language data plays a central role. The same flexible technical foundation can support a wide range of data types and use cases – from one-off data cleansing projects to contiuous data pipelines.
Speed up terminology work
Building, analyzing, validating, cleansing, and restructuring termbases: For example, large terminology datasets can be automatically analyzed, classified, cleaned, consolidated and structured for downstream use.
Optimize translation memories
Analyzing, cleaning, and consolidating large translation memory datasets: Repetitive validation and processing steps can be automated, allowing experts to focus on the anomalies and dcisions that actually require linguistic or subject-matter expertise.
Good AI projects
Preparing training and test data, creating evaluation pipelines and performing semantic clustering: Good AI depends on good data and we prepare language data speficically for training, testing and evaluation scenarios, creating a reliable foundation for company-specific AI applications.
Benefits for Our Customers
Faster Project Setup
Thanks to pre-configured modules and automated pipelines, we do not have to develop everything from scratch. This saves considerable time and resources, particularly when working with large datasets.
Customizable and Extensible
Modules and pipelines can be combined and extended to match your data structures, quality requirements and existing processes.
Technological Independence
Compatible with language industry systems and standards used across the language industry which keeps you open to different tech environments instead of locking you into a specific platform.
Experts-in-the-Loop
The blc Data Toolkit handles scalable, repetitive tasks. Our experts step in wherever linguistic expertise, evaluation and customer-specific decisions are required.
Your Benefits
Faster Project Setup
Thanks to pre-configured modules and automated pipelines, we do not have to develop everything from scratch. This saves considerable time and resources, particularly when working with large datasets.
Customizable and Extensible
Modules and pipelines can be combined and extended to match your data structures, quality requirements and existing processes.
Technological Independence
Compatible with language industry systems and standards used across the language industry which keeps you open to different tech environments instead of locking you into a specific platform.
Experts-in-the-Loop
The blc Data Toolkit handles scalable, repetitive tasks. Our experts step in wherever linguistic expertise, evaluation and customer-specific decisions are required.