[ SUPPLIER INTELLIGENCE ]

AI-native sourcing for tech hardware.

We source, vet, and shortlist verified industrial suppliers in real-time. Filter by capability, certification, and location.

Are you a supplier?List your company →

LIVERecent supplier matches across the network

MatchedLiDAR scanner98% fitPalo Alto, CA

MatchedHarmonic drive95% fitMunich, DE

MatchedCustom PCBA96% fitShenzhen, CN

MatchedESC board91% fitAustin, TX

MatchedHigh-voltage harness94% fitStuttgart, DE

MatchedReticle blank97% fitTsukuba, JP

MatchedServo motor96% fitEindhoven, NL

MatchedPhotodetector array92% fitSan Jose, CA

MatchedLiDAR scanner98% fitPalo Alto, CA

MatchedHarmonic drive95% fitMunich, DE

MatchedCustom PCBA96% fitShenzhen, CN

MatchedESC board91% fitAustin, TX

MatchedHigh-voltage harness94% fitStuttgart, DE

MatchedReticle blank97% fitTsukuba, JP

MatchedServo motor96% fitEindhoven, NL

MatchedPhotodetector array92% fitSan Jose, CA

Closing the loop between industrial buyers and verified suppliers

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AIAI-Powered Search

[ GLOBAL NETWORK ]

One network. Six continents.

Active suppliers across 392+ countries, continuously indexed on specs, capacity, cost, and compliance. Live, not brochureware.

LIVE NETWORK · MATCH ENGINEEQUIRECTANGULAR · v1

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[ HOW IT WORKS ]

From spec to signed contract, in four steps.

01SEARCH

Describe what you need.

Type a natural-language query or upload a BOM. Our AI understands parts, materials, and specs.

02MATCH

See your top suppliers.

Ranked by capability, location, certifications, and compliance. Every match comes with a reason.

03QUOTE

Get quotes in one click.

We write the request, send it out, and collect the bids. Compare side-by-side and pick the winner.

04TRACK

Watch every order ship.

Track every delivery, promise, and document. Full supply chain visibility in one place.

[ FROM THE BLOG ]

Deep dives, by category.

Named suppliers, qualification criteria, and the data that decides programs. Written for procurement and engineering leads.

/ CHIPChip

The Anatomy of an AI Accelerator: Why the Chip Is the Business

There is a temptation, when looking at the AI hardware market, to treat the chip as a black box — a commodity input that goes into a data center and produces revenue. That instinct is expensive. The architecture of an AI accelerator is not a footnote to the business; it is the business. The reason one company captures the overwhelming majority of a market measured in hundreds of billions of dollars, while competitors with credible silicon take single-digit shares, comes down to engineering decisions most balance sheets never mention.

May 26, 2026Read article

/ GENSourcing Playbook

Inside an AI chip: 1,400 process steps, a dozen countries, five months, and the supply-chain visibility most teams do not have

A single advanced AI chip crosses 1,400 process steps and a dozen countries to ship. Most procurement teams see only the foundry name. A guide to the layers below, with the binding constraints that decide every program in 2026.

May 20, 2026Read article

/ GENSourcing Playbook

Standing up the CHIPS Act supply chains: Arizona, Texas, Ohio, New York, and the ecosystems still missing

TSMC AZ, Intel OH, Samsung TX, Micron NY, GlobalFoundries NY. Each new fab needs an entire supplier ecosystem built nearly from scratch. A guide to what the buildout actually requires and the gaps that remain.

May 19, 2026Read article

/ GENSourcing Playbook

Real-time wafer allocation tracking: why spreadsheets, SAP, and phone calls miss the binding constraint

Wafer and packaging allocation status changes weekly. Spreadsheets capture state at a moment. SAP captures committed orders, not capacity headroom. A guide to the data sources and the pipeline that actually surfaces allocation in time to act.

May 18, 2026Read article

/ GENSourcing Playbook

Semiconductor export controls in 2026: BIS Entity List, FDPR, EU dual-use, and the quarterly compliance churn

Export controls on advanced semiconductors update quarterly. BIS Entity List, Foreign Direct Product Rule, EU dual-use, NDAA Section 1260H. A guide to the multi-jurisdictional compliance stack and how to keep up at the supplier level.

May 17, 2026Read article

/ GENSourcing Playbook

The 2021 chip crisis, five years on: what procurement actually learned, and the gaps still unaddressed

A 300-dollar chip held up a 50,000-dollar car. Industry estimates put unbuilt vehicle value at 210 billion dollars. Five years later, has the picture actually changed? A retrospective with the lessons that stuck and the ones that did not.

May 16, 2026Read article

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Deep dives, by category.

The Anatomy of an AI Accelerator: Why the Chip Is the Business

Inside an AI chip: 1,400 process steps, a dozen countries, five months, and the supply-chain visibility most teams do not have

Standing up the CHIPS Act supply chains: Arizona, Texas, Ohio, New York, and the ecosystems still missing

Real-time wafer allocation tracking: why spreadsheets, SAP, and phone calls miss the binding constraint

Semiconductor export controls in 2026: BIS Entity List, FDPR, EU dual-use, and the quarterly compliance churn

The 2021 chip crisis, five years on: what procurement actually learned, and the gaps still unaddressed

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