Next-Gen Agentic QA

AI Agents Meetthe Physical World

Give your agents hands and eyes in the real world.

Vision, UART, GPIO, motion — plug-and-play MCPs for hardware automation.

10 min

setup per test bench

Open protocols

MCP standard

Edge-first

runs on-premise

Full Platform

For teams starting with agentic testing

Modular MCPs

Integrate into your existing AI workflows

Edge Vision

<100ms latency. Air-gapped. Fine-tuned for defects.

Motion-ready

Robotic arm support (LeRobot compatible)

How it works?

From your specifications to test reports in 3 simple steps

Specifications

Import your documents (PDF, Word, Excel). Our AI agents analyze and understand your test requirements.

Generation

Agents create test scenarios, connect to your equipment, and prepare the environment.

Execution

24/7 automated testing with detailed reports, generated bug reports, and complete traceability.

System Architecture

Prototypes for automated intelligent testing and orchestration powered by Edge AI and MCP

Prototype 1: Vision-Based Analysis

Industrial-grade vision at edge speed. OCR, LED state detection, defect inspection. Sub-second response, no cloud required.

Prototype 2: Agentic Orchestration

Claude/Mistral LLM agents orchestrated via MCP routers. Controls RPI camera, edge analysis, UART communications, and power supply through modular MCP clients.

Request a demo

Discover how Spec2Prod can revolutionize your hardware testing processes