Build Your Hardware AI Team with YumiAI
From idea toPCBBOMFirmwarePCBBOMFirmware

An AI agent workbench for hardware R&D teams. Enter your requirements and YumiAI coordinates professional agents in electronics, embedded software, procurement, quality, and manufacturing to advance circuit design, PCB review, BOM optimization, datasheet interpretation, and firmware project scaffolding in parallel.

Click or drag files to upload

Schematic

BOM

Firmware

Datasheet

Others

Supports pdf, doc, docx, ppt, pptx, xls, xlsx, kicad_sch, kicad_pcb, kicad_mod, kicad_sym and 50+ formatsMax 5MB per file, upgradable to 500MB after login. Upload up to 5 files.

deepseek

Global hardware teams are accelerating R&D with YumiAI

1,999,900+Engineers

6,999,900+Projects

799,900+Components

Real Workflow Demo

Freely Define Your Hardware Design Starting Point

Drag in files for AI-powered deep analysis and optimization, or describe your idea in one sentence to compile a brand-new solution from scratch. Call on dedicated engineering skills anytime — design hardware your way.

Create from File

Optimize and maintain existing projects

Create from a Sentence

Start a new project from scratch

Invoke Skills

Intelligent agents collaborate on the a2ui canvas.

Built for Hardware R&D

Not just a chatbotbut an AI team that understandsPCBBOMFirmwarePCBBOMFirmware

YumiAI combines multi-agent collaboration, the a2ui visual canvas, and full-chain traceability to help hardware teams produce real engineering artifacts — not just chat responses.

Multi-domain specialist agents: PM, EE, embedded, firmware, procurement, quality, manufacturing, EMC, test, docs and research collaborate by task

Multi-Domain Professional Agents

Product managers, electrical engineers, embedded software, firmware, procurement, quality, manufacturing, EMC, test & verification, documentation, research, and other agent roles collaborate on tasks.

a2ui Visual R&D Canvas

Agents directly generate tables and charts, using a visual workbench to help users understand current task status.

PCN and supply-chain risk: when BOM items face PCN, price swings or shortages, agents assess impact and suggest alternates

PCN & Supply Chain Risk Monitoring

When any BOM component has a PCN, price fluctuation, or supply risk, agents automatically assess the impact and suggest alternatives.

Full-chain traceable records: every conclusion keeps key rationale for reviewable hardware R&D decisions

Full-Chain Traceability

Every conclusion retains key decision rationale, making hardware R&D decisions fully auditable.

Matching Multiple R&D Scenarios

5 AI Scenarios
Covering the Full Hardware R&D Process

From circuit design, PCB review, datasheet interpretation to BOM optimization, choose a scenario and let YumiAI generate executable hardware R&D tasks immediately.

Scenario: component search — 15M parts with live stock, pricing and alternates via dedicated SEO subsite

Component Query

Real-time inventory / pricing / alternative relationships based on 15 million components, open via a dedicated SEO sub-site.

Datasheet Deep Read

Condense 800-page datasheets into key parameters and decision recommendations for clock tree, ADC, DAC, and DMA.

PCB, Schematic Review

Upload KiCad projects and automatically get signal integrity, thermal design, manufacturability, and BOM risk reports.

Scenario: PCN and BOM optimization — cost-down alternates, AVL dual-source, long-term PCN watcher

PCN Monitoring

Cost reduction alternatives, AVL dual-sourcing, long-term PCN watcher protecting your BOM from supply chain disruptions.

Circuit Design

Derive topology, component selection, schematic framework and key calculations from requirements, producing KiCad-ready design drafts with selection rationale in Provenance.

WHY YUMIAI

General LLMs VS YumiAI

The challenge of hardware R&D isn't just finding information — it's coordinating circuit design, PCB routing, BOM risks, firmware debugging, and supply chain decisions within a single project.

General LLMs

YumiAI

General knowledge, lacks low-level hardware details, prone to hallucinations and logical errors

Domain Depth

Deeply aligned with industry standards, vertical skills, and comprehensive case libraries

Serial single-thread dialogue, unable to handle multi-task cross-derivation

Parallel Collaboration

Multi-agent collaborative analysis

Plain text descriptions, requiring manual reconstruction

Verifiable Artifacts

Export production-grade assets

Session-level context, unable to sandbox-audit complex hardware long-reasoning

Decision Traceability

Complete engineering progression preserved, every decision replayable and debuggable

Reactive passive interaction, system stays silent without prompting

Proactive Execution

24/7 global supply chain monitoring

Domain Depth

General LLMsGeneral knowledge, lacks low-level hardware details, prone to hallucinations and logical errors

YumiAIDeeply aligned with industry standards, vertical skills, and comprehensive case libraries

Parallel Collaboration

General LLMsSerial single-thread dialogue, unable to handle multi-task cross-derivation

YumiAIMulti-agent collaborative analysis

Verifiable Artifacts

General LLMsPlain text descriptions, requiring manual reconstruction

YumiAIExport production-grade assets

Decision Traceability

General LLMsSession-level context, unable to sandbox-audit complex hardware long-reasoning

YumiAIComplete engineering progression preserved, every decision replayable and debuggable

Proactive Execution

General LLMsReactive passive interaction, system stays silent without prompting

YumiAI24/7 global supply chain monitoring

Ready to let YumiAI work for you?

The first 30 hardware teams will receive free product access, direct support from the YumiAI engineering team, and joint case study opportunities. Beta applications are being prepared, ideal for teams working on circuit design, PCB review, BOM optimization, or embedded R&D efficiency.

Build Your Hardware AI Team with YumiAI
From idea toPCBBOMFirmwarePCBBOMFirmware

Global hardware teams are accelerating R&D with YumiAI