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AI in Manufacturing: 13 real deployments

Named Manufacturing organisations and what they run, grouped by business function.

13deployments
9in production or with results
6with a reported outcome
0halted or reversed
Aug 30, 2026last updated

Robotics & automation 6 deployments

Amazon, GXO, Schaeffler and Toyota Motor Manufacturing Canada

Amazon, GXO, Schaeffler and Toyota Motor Manufacturing Canada operate Agility Robotics' Digit humanoids in live deployments.

Reported: Agility reports more than $300 million in multi-year Digit v5 orders and discussions with over 30 additional customers.

In production Jul 17, 2026 Digit v5 Humanoid and industrial robots Source: TechCrunch
China Ministry of Industry and Information Technology

China is deploying humanoid robots into factories, logistics hubs and stores to collect real-world training data through government-backed centers.

Reported: Sixty-four data-collection centers are operating, 20 more are under construction, and the ministry targets 10,000 humanoids on factory floors by year-end.

Fill Maschinenbau

Hexagon and Fill Maschinenbau deployed the AEON humanoid robot for machine tending and inspection in Fill's Austrian factory, with Hexagon's metrology stack providing a closed perception-feedback loop.

Schaeffler

Auto-parts maker Schaeffler signed a binding contract with UK startup Humanoid to deploy thousands of wheeled humanoid robots for autonomous shop-floor operations across its global manufacturing plants by 2032.

Siemens

Siemens and Humanoid Ltd. deployed the HMND 01 Alpha humanoid in a live logistics trial at Siemens' Erlangen factory, the first European humanoid trial with a credible throughput number.

Reported: 60 container moves/hour and >90% pick success in live logistics

Results reported HMND 01 Alpha Humanoid and industrial robots Source: The Next Web

Knowledge management 1 deployment

Caterpillar

Voice-driven Cat AI Assistant built on Nvidia Jetson Thor for 118,000 employees as part of company-wide AI rollout

Marketing & content 1 deployment

R&D & discovery 1 deployment

Intel

Intel is deploying Gemini Enterprise across its workforce and building agents for semiconductor simulations, chip design, supply chain, engineering, marketing and executive communications.

In production Jul 17, 2026 Gemini Enterprise Enterprise copilots Source: Intel Newsroom

Design & creative 1 deployment

Nvidia, TSMC, Schneider Electric, Socionext and Forvia Hella

Five named early adopters use Cadence's agentic platform to automate PCB and advanced-packaging design and multiphysics simulations.

Reported: Cadence claims up to 15x productivity and twice-as-fast time to market; Forvia Hella reduced a component-placement task from four days to about four minutes.

Results reported Jul 15, 2026 AuraStack AI Super Agent Manufacturing and process AI Source: The Register

Operações 1 deployment

SunSource, Parts Town, SRS Distribution, United Rentals, ShipStation Global, Henry Schein and PartsSource

Seven named physical-goods and services companies use InstaLILY agents to automate sales, operations and service workflows and build custom internal software.

Reported: InstaLILY reports revenue grew more than fivefold year over year.

In production Jul 14, 2026 InstaWorkers, Lily Operations automation Source: SiliconANGLE

Safety & monitoring 1 deployment

Agility Robotics

Agility Robotics became the first adopter of NVIDIA's Halos for Robotics full-stack safety system, integrating Halos Core into its Digit humanoid robots deployed at Amazon.

Announced Jun 22, 2026 NVIDIA Halos, Halos Core Humanoid and industrial robots Source: NVIDIA Newsroom

Manufacturing & QC 1 deployment

TSMC

TSMC is deploying NVIDIA AI across its semiconductor fabrication operations for computational lithography, chemistry simulation, AI-powered nanometer-scale defect inspection and fab-operations analytics, and is evaluating Omniverse for its FabTwin digital-twin initiative.

Reported: cuLitho delivers 20-50% cost improvement for computational lithography; cuEST enables 50x faster chemistry simulations for process design.

Results reported Jun 1, 2026 cuLitho, cuEST, NVIDIA Metropolis, TAO Toolkit, cuML Manufacturing and process AI Source: Yahoo Finance

Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.