Anthropic Puts Claude on the Factory Floor With 17-Skill Manufacturing Plugin

Anthropic dropped a manufacturing plugin for Claude on Thursday, packing 17 skills that stretch across sales, quality, operations, supply chain, design and setup. The package, called Claude for Manufacturing, plugs into Autodesk Fusion, Infor, Microsoft 365 and Oracle NetSuite. It lands on a factory floor where a 2025 Manufacturing Leadership Council survey found 79% of manufacturers still key in data by hand.

The skills range from single tasks to chains that run until a human has to check the work. An estimator can send a customer request to Claude and get back a list of missing information, a cost comparison against similar jobs and a drafted quote. A quality engineer can log a failed inspection, pull up past reports with the same defect and get a corrective action report written up. When a machine misbehaves, Claude ranks likely causes using sensor data, repair notes, photos and the operating manual.

Design and planning get their own lanes. In Autodesk Fusion, where engineers build parts in 3D, Claude generates design variations — a lighter version of a bracket holding a motor, say — and scores each one against requirements like strength, weight and cost. Plant managers receive a production report covering output against target, downtime duration and the cost of both. Plants running software with no Claude connector can export routines to Microsoft 365 and work there instead. Anthropic says more manufacturing skills are coming.

Infor shipped its own plugin the same day, and the difference matters. The Infor connector inside Claude for Manufacturing is read-only, letting users look up records; Infor's plugin lets them change those records from Claude. In one scenario, a steel consignment runs two weeks late: a buyer asks which customer orders are hit and how much steel other sites have. With approval, Claude can cut a purchase order to another supplier and reschedule production. Access follows the buyer's Infor permissions, and Infor Industry AI for Claude is open to select Infor Velocity Suite customers who hold their own Claude license.

Both sides framed it as an information-moving problem. “Manufacturers need answers grounded in how their business really runs, and then the ability to act on them,” said Kevin Samuelson, CEO of Infor. “Manufacturing depends on expertise spread across many systems, and a large part of the day goes to moving information between them,” said Lauren Collett, Anthropic's head of enterprise industries GTM. Humans stay in the loop: the estimator still delivers the quote, the quality engineer still signs off on the fix, and Claude can trace its numbers back to the source documents.

One thing Claude won't do is run the machines. Anthropic is developing a separate research preview, the Model Hardware Standard, to give programmable equipment a shared language for describing measurements, settings and safety limits. Enterprise and Team users can install the plugin and configure it with a simple prompt, after which Claude asks which systems they use, checks the connections and lists skills that aren't available yet. Anthropic has set a technical webinar on the plugin for November 17 at 11 AM Eastern. The launch follows the Claude Personal Finance beta Cryptopolitan reported on November 5, and the cheaper, faster Fable 5.2 model.