
WE CARE ABOUT COST
AIRamp
Accel
Is a drop-in interposer that uses proprietary Pattern-of-Life AI, built on kernel density estimation, to tune communication collectives and memory paths at runtime autonomously. This immediately boosts cluster throughput, slashes GPU waste, and delivers hard ROI by cutting cloud bills and accelerating AI training times.


Value proposition
AIRamp-Accel is the zero-code software layer that closes the performance gap between AMD GPUs and NVIDIA by autonomously optimizing data movement and communication, allowing enterprises to break the CUDA lock-in and run AI workloads faster on a diversified, lower-cost hardware supply.
TRUSTED BY LEADERS
Top brands worldwide use and adore
AIRamp



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Our pattern-based technology accelerates AI with AI.

A skilled team of Silicon Valley technology veterans knows that choice equals value.
AIRamp levels the playing field and empowers you with choice.

Julia Ochoa
Studio Lead Sistema Azteca, Mexico City. We use AIRamp to get the most out of our video rendering and production budget.

Robert Zhu
Data Center Architect. I always recommend AIRamp in current data center plans to reduce capital and operational costs

Max Johnson
Special Agent - In the field and at the edge we need high performance in austere environments for safety, security, and stability.

Princess Lincoln
Officiall in Solano County, CA. We don't have an unlimited budget. Our critical infrastructure requires choice and "Made in USA".
FUTUREPROOF DESIGN
Features that will
blow your mind
Zero-Code, Instant Acceleration
AIRamp-Accel works as a "drop-in interposer" (via LD_PRELOAD), meaning it intercepts and optimizes performance without requiring a single line of code to be changed in the customer's AI models or applications. This completely removes the single biggest barrier to adoption—engineering effort—and delivers immediate, measurable ROI from the moment it's activated.

Autonomous "Pattern-of-Life" AI
This is the core IP and the most impressive feature. The software doesn't just use static rules; it actively learns the specific "rhythm" of a customer's workload (training vs. inference, etc.) using kernel density estimation. This allows it to predict communication needs, pre-warm memory, and keep hot buffers pinned, crushing tail latency and adapting to workload shifts in real-time.


Zero-Risk "Fail-Soft" Deployment
For any enterprise IT department, this is a massive selling point. The "fail-soft design" means that if the software ever encounters an error or a missing symbol, it doesn't crash the application; it transparently falls back to the default vendor libraries. This makes deployment a "zero-risk" proposition, allowing customers to safely test and roll it out (via allowlist gating) across their fleet with total confidence.
Get AIRamp today
and experience all the benefits



BUILT WITH PASSION
AIRamp delivers
incredible
value and savings

AIRamp-Accel is not just an optimization tool; it's a market-maker.
It's the critical software bridge that finally turns AMD's powerful hardware into a true, high-performance alternative to NVIDIA. By solving the complex communication and memory bottlenecks that create the "CUDA gap," AIRamp-Accel gives the multi-billion dollar enterprise market what it desperately needs: a safe, instant, and high-ROI path to break vendor lock-in and reclaim control over its AI hardware strategy.



