Case Studies: EdTech
Evaluating Hardware & Chipsets
Problem
Evaluate hardware for performance and product development
Solution
Comprehensive benchmark analysis
Results
- Confident AI product development process
- Optimized NPU performance
Innovate or Stagnate
Real Results
Our edtech client needed to validate the performance of Neural Processing Units (NPUs) for image and text processing use cases in their domain on MediaTek Genio 700 and 1200 boards to ensure optimal product development.
APPROACH
We implemented a comprehensive performance testing approach using TensorFlow.js. Our methodology included testing key use cases such as image moderation, classification, and textual AI processing. We designed a custom benchmarking framework to measure inference speed, memory usage, and efficiency across both NPUs.
RESULT
The testing framework identified potential bottlenecks and optimized NPU performance, improving inference speed by 20% and reducing memory usage by 15%, ensuring the client product delivers reliable and efficient AI capabilities.
Proven Expertise
The Rotational Difference
Tailored AI Solutions
We create customized AI/ML systems that directly address your business needs, ensuring impactful, scalable results.
Proven Expertise
We know how to train, deploy, and maintain AI solutions that maximize efficiency and ROI.
Sensible Tech
We use sensible, proven tech that delivers business value while ensuring your systems are future-proof for evolving needs.
End-to-End Support
From R&D to deployment and monitoring, we provide comprehensive services that ensure long-term success.
Security & Control
Your data stays within your environment—no third parties involved—ensuring full control and compliance.
Operational Impact
We focus on measurable outcomes that save costs, generate growth, or improve productivity for lasting business value.