Interplay Microservices, Speed-Dial for Enterprise AI

Turn every data center into a software-intelligent AI powerhouse. Interplay Microservices brings private, high-speed, cloud-free AI orchestration to developers, chipmakers, and enterprises everywhere.
Schedule a Demo
Stakeholder Challenges

The AI Infrastructure Boom Has a Software Problem

Billions are being spent on GPUs, servers, and cooling—but without orchestration and inference software, data centers remain underutilized commodities.

Data Centers

All build AI capacity, but without orchestration they compete on price, not performance.

Chipmakers

NVIDIA gained an edge with NIM. Intel, AMD, and Qualcomm need equivalent orchestration and runtime intelligence.

Developers

Rebuild the same plumbing—tokenization, inference, orchestration—again and again.

The Solution

Microservices That Run Anywhere

Interplay Microservices unifies model management, data orchestration, and deployment into one secure, low-code platform, adding the software intelligence that transforms hardware power into enterprise-ready AI.

Hardware Integration

Integrate across any hardware (Intel, AMD, Qualcomm, NVIDIA)

Environtment Agnostic

Deploy In any environment (cloud, edge, or air-gapped)

Accelerated Compute Speed

Built-in runtime for 75–95% cost and speed efficiency

Blue and orange stylized quotation marks icon.
Hardware builds power. Interplay creates intelligence.
Schedule a Demo

Four-Layer Architecture

Together, they form the world’s first end-to-end orchestration and runtime environment for private AI at scale.

Layer
Purpose
Description
Studio (2018)
Build & Orchestrate
Visual low-code workbench with 4,000 + nodes and unified orchestration across LLMs, SLMs, and APIs.
AgentOne (2025)
Automate & Code
Autonomous coding agent that writes, hardens, and documents enterprise-grade code.
Inference Microservices (IMs)
Deploy & Scale
Hardware-agnostic inference layer enabling private, high-performance on-prem and edge deployment.
Runtime (2024)
Execute & Optimize
Patented execution engine reducing compute costs up to 95%.

Inside the Platform

Interplay Studio: Build, Orchestrate, Deploy

Visual interface where developers create complete AI systems in days instead of months.

  • 4,000 + nodes (400 + for AI/GenAI)
  • Integrates with Jupyter, Figma, Vertex AI
  • Runtime built-in for massive efficiency

AgentOne: Code Instantly, Deploy Securely

An autonomous enterprise coding agent that generates and hardens code with 17 security scans, OWASP rules, and automated documentation. Integrates directly into Studio, or runs standalone, executing inside Interplay’s secure runtime.

Inference Microservices: The Gateway Between Chips & AI Apps

Connects GPUs and accelerators from Intel, AMD, Qualcomm, and NVIDIA to enterprise apps.
  • Hardware-agnostic orchestration
  • Private/on-prem deployment
  • Unified debugging and runtime optimization
  • Licensed for resale through data centers

Runtime: The Hidden Engine

A unified execution layer for Python, Node.js, and containers that accelerates workloads instead of slowing them.
  • Reduces compute costs by 75–95%
  • Operates on-prem or at the edge without cloud dependency
Business Impact

Software-Only Margins. Infinite Scalability.

Because Interplay runs inside customer environments, Iterate pays zero compute or token costs.

Customers Use Their Own Hardware

Interplay consumes no Iterate infrastructure, allowing deployments to grow without adding internal operating costs.

Partners Resell IMs & Runtime as Value-Added Services

Channel and OEM partners layer Interplay into their offerings, creating recurring revenue streams at near-pure margin.

Every Deployment Scales Profit — Not Cost

As customers expand usage, revenue increases while Iterate’s expenses remain flat, producing highly leveraged growth.
Blue and orange stylized quotation marks icon.
Interplay doesn’t rent GPUs. We license intelligence.

Partner-Led Distribution

Iterate scales through partnerships with global infrastructure leaders.

Patented. Proven. Unmatched.

Interplay’s modular architecture is protected by multiple U.S. patents covering:

  1. Containerized AI Architecture (2020): Modular Drag-and-Drop AI components
  2. Parallel Performance (2021): Independent multithreaded execution
  3. LLM Integration (2025): Drag-and-drop LLM modules for enterprise workflows

Together, they form a three-layer moat around modular, composable AI.

Ready to Activate Your Data Center’s Intelligence Layer?

Discover how Interplay Microservices transforms data centers, chips, and enterprises into AI-ready environments, without the cloud.

Schedule a Demo