wwhere ideas meet execution
Manage the complete lifecycle of your experiments and complex workflows, from project inception to production deployment and monitoring.
Flexible
Enables diverse uses in MLOps, bioinformatics, and more, accommodating various data types, including computer vision, IMU, NLP, and databases.
Simple
All-in-one tool for dataset management, workflow orchestration, model registry, coherent user management, and cost control. Python code remains untouched - no changes needed.
Secure
Ensures security with secrets manager, user-controlled compute nodes, and granular access control for projects and execution permissions.
Testimonials
In the early days of BioMech, my team and I frequently struggled to meet product delivery deadlines. We were using spreadsheet-based experiment tracking which was far from efficient. When we included Coretex in BioMech’s daily workflow, with its lightning data modeling features, our productivity soared. Now, thanks to this platform, our project timelines are back on track - no more delays, no more spreadsheet headaches. Coretex helps us every day to better understand our customer’s needs in healthcare and to deliver exceptional applications.
As a researcher working on microbiome sequencing applications, and a mentor of PhD and MSc students at the University of Zurich, this platform has simplified our project studies. When working with microbial DNA sequences, i.e. with .fastq files, our group spends most of their time preprocessing reads and testing various parameter values. It used to be extremely time-consuming, requiring manual and repetitive process. With Coretex's parameter optimisation feature we can now run multiple experiments with a single click. This streamlined process has significantly improved our efficiency and productivity, allowing me to focus more on the management. Furthermore, as an educator, Coretex's transparency in code and results is invaluable. I can easily track and assess my students' progress, ensuring that their work aligns with the highest standards of quality and accuracy.
Having spent countless years as an AI/ML researcher, I've become quite skilled in training neural networks. Running a lot of experiments is the essence of my work, and keeping track of execution parameters and results is pivotal. I've tested a number of tools, but Coretex stands out as clean and elegant. Its potential is obvious, offering an all-in-one solution that simplifies my workflow. Once you move in there's no need for you to leave the platform – it's all here. Coretex elegantly unifies the myriad tools an ML researcher requires. It does have the potential to be a go-to tool for many professionals and will play an important role in the market.
In March 2023, our partners at elizur, the durable medical equipment experts, reached out to me to discuss creating a real-time arm drop test detector, which they needed to detect arm anomalies in patients with bone and nerve defects. In the past, such a task would have taken us months of painstaking development. Instead, we put Coretex to the test, and the results were beyond our expectations. In just a single day, we had the arm drop test detector up and running, and it was performing with accuracy of 97%! Coretex compressed a development challenge that historically would have taken months into one completed in days. The speed and accuracy that Coretex brought to our clients not only saved us valuable time but also transformed our approach to building world-class applications.
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at a time
Unlock the future of workflow management with Coretex. Simplify and automate your data workflows and run them seamlessly with our platform.
FAQ
Coretex offers a free version that provides essential functionalities at no cost. While this free version grants you access to many features, some advanced capabilities may require a subscription. Rest assured, we offer flexible pricing plans to accommodate various needs, ensuring you only pay for the features you choose to utilize. This way, you can tailor Coretex to fit your specific requirements while staying within your budget.
Coretex is an excellent choice for a wide range of projects, especially those involving Bioinformatics, Computer Vision, or Motion Recognition. Additionally, if your project deals with large datasets, Coretex can provide significant advantages. Here's why Coretex might be the right fit for you:
- Specialized Domains: If your work falls within the realms of Bioinformatics, Computer Vision, or Motion Recognition, Coretex is specifically designed to cater to the unique needs of these fields, offering specialized tools and features.
- Big Data Handling: Coretex excels in handling large datasets efficiently, ensuring that your project's data management remains smooth and effective.
Using Coretex can streamline your workflow, enhance project management, and optimize data handling, making it a powerful tool for various research and data-intensive endeavors.
The need for a new data management platform arises from the desire for a more efficient and tailored solution to address the specific challenges of modern data workflows. Coretex provides a compelling alternative for several reasons:
End-to-End Platform: Coretex provides a comprehensive, end-to-end solution for data management, experiment tracking, and model deployment. This means that once your data is in Coretex, you won't need to switch between different platforms or tools, streamlining your workflow and simplifying your project management.
Efficiency for Small Teams: Unlike more extensive platforms like AWS, Google, or Microsoft, Coretex is well-suited for small teams. It eliminates the unnecessary complexity and learning curve associated with larger platforms, allowing smaller teams to save time and resources while maintaining robust data management capabilities.
We understand the importance of data privacy, and offer options to ensure your data remains in your control. Here's how we handle data privacy:
- Local Data Processing: With Coretex, you have the option to perform the entire data processing flow on your local machine using the command-line interface (CLI). This means your data stays on your computer, and you can perform data modeling without sharing it externally.
- Private Data Processing Server: Coretex CLI enables you to set up your private data processing server. This server can operate independently or in conjunction with Coretex's services. You can use it to process your data without hosting it on Coretex, giving you full control over your data privacy.
- Flexibility in Data Sources: Coretex does not restrict you to use only datasets hosted on its platform. You can pull data from wherever you prefer, enabling you to maintain privacy and confidentiality while still benefiting from Coretex's services for other aspects of your project.
Yes, Coretex offers integration capabilities, allowing coherent connections with various platforms and tools, including Label Studio and Snowflake. Its compatibility extends to popular environments like Docker, R Studio, PyTorch, and Python. Additionally, Coretex is designed to run on leading cloud services such as AWS, Azure, and more. This extensive compatibility enables users to leverage their existing tech stack while harnessing Coretex's powerful data management and workflow orchestration features, making it an excellent choice for diverse business needs.