Bridging Hardware and Software for Peak Performance
Amplify Your Hardware's Potential with Elite Software Engineering
software solutions that maximize your hardware capabilities.
From Linux drivers to firmware and middleware, we deliver robust,
efficient software stacks that drive innovation and accelerate
your time-to-market.
Our Solutions
Embedded Software Development
Powering Next-Gen Embedded Systems
Our seasoned experts deliver tailored embedded solutions that optimize performance, from concept to implementation, ensuring your systems lead the market.
Device Driver Development
Seamless Hardware-Software Integration
We engineer robust, high-performance device drivers that ensure flawless communication between your cutting-edge hardware and software ecosystems.
Firmware Engineering
Foundations for Device Excellence
Our firmware solutions enhance device functionality and performance, providing a solid base for your hardware to shine in competitive markets.
Software Testing and Validation
Ensuring Uncompromising Quality
Our rigorous testing methodologies guarantee software that's not just functional, but exceptional - robust, reliable, and ready for the most demanding applications.
Real-Time Systems Development
Precision Engineering for Time-Critical Applications
We design and implement real-time solutions that deliver consistent, predictable performance for your most demanding, time-sensitive applications.
Cloud-Based Software Development
Elevating Software with Cloud Efficiency
Our cloud-based software solutions leverage the power of the cloud to increase scalability, reliability, and performance. We design and implement robust cloud applications that meet your business needs and drive innovation.
Your Catalyst Software Excellence
Success Stories
companies to new heights with our innovative software engineering solutions.
We needed top-notch software skills and expertise for our AI project, and their team more than delivered. On-time with superb quality. Thanks to their focus on optimization and performance, our AI cloud service achieved speed and efficiency benchmarks beyond expectations.
SW Eng. Manager, Cloud Computing
Their team’s software expertise was vital in unlocking the full potential of our advanced auto processor while meeting our stringent safety goals.
Lead SWE, Automotive Processor
CASE STUDIES
Software for 7nm AI Chip in Data Centers
Background
Our team was tasked with developing a software stack for a new AI inference chip being deployed in hyperscale data centers. The 7nm chip included 100 INT8 TOPS of compute for image classification.
Challenges
- The software needed to support high throughput across multiple accelerators and hundreds of cores.There were stringent latency requirements for real-time video inference.
- Power efficiency was critical to minimize data center operational costs.
- The software interfaces were rapidly evolving, requiring constant integration.
- Simulating the unreleased hardware was difficult prior to silicon availability.
Solutions
- We implemented a heterogeneous software architecture to distribute workloads.
- Low-level assembly optimizations and pipeline scheduling maximized throughput.
- Profiling guided power-aware core gating, turbo policies, and memory management.
- We budgeted extensive time upfront for testing and integration.
- FPGA prototypes emulated target device capabilities pre-silicon.
Results
- The software exceeded targets, delivering 120 TOPS throughput at low latency.
- Power consumption was below data center requirements, meeting SLAs.
- We immediately supported new TensorFlow and ONNX releases as they launched.
- The software maximized efficiency of the AI chip and accelerators.
- Our optimizations were integrated into their software framework for future chips.
This project demonstrated our team's ability to deliver high-performance, robust AI software even with rapid release cycles and pre-silicon bringup challenges. Our solutions resulted in maximizing and future-proofing the data center chip’s capabilities.
Testimonial
"The software architecture and optimizations they delivered were pivotal in harnessing the full power of our AI chip. A talented team that became an integral part of our work." - Principal Software EngineerReady to Maximize Your Hardware's Potential?
services can accelerate your goals and maintain
your competitive edge.