Runtime

The AI Inference Engine That Makes Your Hardware Faster, Cheaper & Smarter

Interplay Runtime is the ultra-efficient AI execution layer that makes LLMs run faster, cheaper, and more reliably across cloud, on-prem, and edge environments, and it unlocks the full AI performance of the hardware you already have.
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AI performance shouldn’t require more GPUs.

As AI demand explodes, inference costs are becoming the biggest barrier to scaling. Interplay Runtime removes that barrier by optimizing how LLMs run on the devices and servers you already own. It operates quietly underneath your AI stack, completely invisible to users and transformational for your bottom line.

Lower AI Costs

Reduce inference spending by 75% to 95% with more efficient model execution.

Faster Responses

Deliver 2 to 3 times faster inference for more responsive AI applications.

Energy Savings

Cut energy use and cooling needs by running AI workloads more efficiently.

Hardware Acceleration

Improve performance across Intel, AMD, NVIDIA, and Qualcomm hardware.

The Universal Engine for Running AI Efficiently

Interplay Runtime delivers major improvements in how your AI models run. The result is better performance, lower costs, and higher efficiency across your entire stack.

Faster, More Efficient Models

Optimizes memory, batching, and parallelization to deliver real-time performance while cutting compute and energy usage by up to 95 percent.

Runs Anywhere

Works across cloud, on-prem, containers, air-gapped sites, and edge devices so your AI can operate in any environment you choose.

Accelerated Compute Speed

Boosts performance on Intel, AMD, Qualcomm, and NVIDIA hardware, including constrained edge accelerators.

Private and Secure by Design

Runs fully inside your walls with no cloud dependency, no external traffic, and no data exposure.

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Infrastructure Designed for Agent-Scale AI

AI agents generate 10 to 100 times more inference traffic than traditional applications. Runtime ensures that costs, speed, and efficiency stay under control as your agent workloads grow.

Built for the New World of AI Agents

AI agents multiply the number of inference calls by 10–100×. Without Runtime, costs skyrocket.

With Runtime:

  • Costs remain predictable
  • Responses stay fast
  • Infrastructure remains efficient
  • Scaling becomes realistic

This is why leading enterprises use Runtime as their agent infrastructure layer.

Real Customer Results

12x Cheaper & 6x Faster than Cloud Inference

A global retail deployment saw dramatic improvements using their existing servers with no new GPUs.

  • Cost per AI request drop from $0.80 → $0.05
  • Generation time drop from 12 seconds → 2 seconds

Optimized AI Performance Across Your Entire Ecosystem

Runtime adapts to every environment including enterprise stacks, hyperscale data centers, OEM hardware, and offline edge deployments, so you can run AI anywhere.

For Enterprises
Run large-scale AI affordably across your existing environment.
Perfect for: search, RAG, agents, analytics, content generation, customer service.
For Data Centers
Autonomous coding agent that writes, hardens, and documents enterprise-grade code.
For OEMs & Chipmakers
Bundle Runtime as the inference engine for your devices. Optimized for Intel, AMD, Qualcomm 6490/8550, NVIDIA, ARM, and more.
For Edge & Offline Environments
Power AI in places with no internet or limited compute. Runtime powers Generate Nano — enabling on-device LLMs, voice interfaces, and RAG for retail, industrial, and field operations.
Why Interplay Runtime Is Different

Most companies build AI applications. Very few build AI runtimes.

Runtime is engineered by low-level performance specialists who optimize at the system and chip layer.

GPU & CPU Memory Tuning

Optimizes how models use local memory so they run faster and more efficiently on existing hardware.

Parallel Compute Scheduling

Coordinates workloads across available cores to increase throughput and reduce latency.

Intelligent Batching & Caching

Groups and reuses computations to cut redundant work and lower the cost of each inference call.

Network-Aware Token Routing

Routes tokens with awareness of network conditions to keep responses fast and predictable.

Transform Your Hardware Into an AI-Optimized Platform

Interplay Runtime turns every piece of hardware into an AI-optimized machine.

  • Lower AI bills
  • Faster performance
  • Higher margins
  • Future-proof scalability

All with a lightweight, invisible software layer.

Interior view of a modern data center with illuminated server racks and digital light effects.

Make Your Hardware Intelligent

Talk to our team to see how Runtime can reduce your costs and supercharge your AI performance.

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