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- Our process
Our approach
Discovery
We start by understanding your problem, exploring available data, and identifying key opportunities and risks. We try to consider the problem from all angles.
Research
We evaluate tools, frameworks, and methodologies to determine the best-fit technologies for your specific requirements and business context.
Prototyping
We develop and test potential solutions or components to validate concepts and reduce risk early in the project.
Application Architecture
We design scalable, robust architecture tailored to your solution, ensuring seamless integration with existing systems and future adaptability.
Data Development
We prepare your data - cleaning, labeling, and structuring it - to ensure it’s ready for analysis or model training.
Software and Model Development
Using an agile approach, we build software and train models iteratively, incorporating feedback for continuous improvement.
Testing and Documentation
We ensure quality through thorough manual and automated testing, delivering detailed documentation such as model cards, architecture, development wikis and user guides.
Release Cycle
We manage deployment through structured Alpha and Beta phases, progressing to stable production releases.
Iterate and Improve
We refine and enhance your solution based on real-world feedback, adapting it to meet evolving business needs.
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