The High-Performance Execution Fabric for AI and Mixed Workloads

 Execute workloads at peak efficiency – more models & apps per compute instance, faster response times, and lower energy draw across CPUs, GPUs, and AI accelerators – from training to inference. 

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faster startup
less memory use
energy savings
smaller package size
faster inference
Powering the outcomes that matter

TinkerBloX unlocks high performance and efficiency by eliminating execution bloat. It runs seamlessly on CPUs and orchestrates GPUs and accelerators for AI and mixed workloads across heterogeneous compute.

  • Deploy more models per nodeDeploy more models per node 
  • Increase workload throughput 
  • Scale seamlessly across hardware 
  • Deploy more models per nodeOptimize performance per watt 
  • Reduce infrastructure spend 
  • Eliminate runtime overhead 
  • Deploy more models per nodeRun on CPUs, GPUs, NPUs  
  • Port workloads without rewrites 
  • Standardize execution everywhere 
  • Deploy more models per nodeConsolidate AI with ops tasks 
  • Remove silos between workloads 
  • Guarantee reliable execution together 
  • Deploy more models per nodeDeliver low-latency responses 
  • Handle high-QPS inference
  • Launch models instantly 

High Performance Delivered

Startup Time

0.0188s (30× faster)

↑

1.0–3.0s

Memory

46–50MB (65% less)

↑

67–135MB

Package Size

240MB (3.8× smaller)

↑

917MB

Power

947mW (>8% savings)

↑

1050–1200mW

*Vision based AI Model is represented.

Industries

Hyperscalers & Data Centers

Increase model density, improve Perf/Watt, lower cloud TCO. 

    • Automotive (SDVs)

    Run AI alongside mission-critical workloads with OTA safety.

    • Smart Product OEMs

    Deploy AI features on constrained devices with instant startup. 

    • Smart Product OEMs

    Deploy AI features on constrained devices with instant startup. 

    • Automotive (SDVs)

    Run AI alongside mission-critical workloads with OTA safety.

    • Hyperscalers & Data Centers

    Increase model density, improve Perf/Watt, lower cloud TCO. 

    • Trusted By

    See it. Measure it. Deploy it. 

    Discover how high-performance execution transforms AI — from data centers to vehicles to everyday intelligent systems. 

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