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WE CARE ABOUT EXPERIENCE
AI Ramp
Accelerate
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.
TRUSTED BY LEADERS
Top brands worldwide use and adore
AIRamp
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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.
BUILT WITH PASSION
AIRamp delivers
incredible
value and savings
