Anthropic, the company behind the Claude AI assistant, launched Claude for Manufacturing on November 12, 2026. The plugin, an add-on for Claude, uses a manufacturer’s own records to draft quotes, quality reports, breakdown diagnoses and requests for supplier quotes. Every document stops at the draft stage, so a person can review and approve it before it goes to a customer or a supplier.
Anthropic also draws a line: “Claude for Manufacturing doesn’t operate equipment,” the company writes. The same day, Infor, which makes business software that manages orders, stock and production, released a separate plugin for Claude. Infor’s plugin can change records in that software, but only with the user’s explicit approval each time.
Anthropic’s plugin bundles 17 skills and four connectors. A skill is a set of written instructions that Claude follows for a specific task, as our guide to Claude skills explains. A connector links Claude to one of the software tools a manufacturer already uses. Anthropic launched a similar product for lawyers, Claude for Legal, in May, and on October 28 added ready-made tools, including a citation checker to it.
Six factory jobs Anthropic describes
According to the announcement, the 17 skills cover sales, quality, operations, supply chain, design and setting up the plugin. Some handle a single task, while others run several steps in a row and stop when a person needs to review the work. Neither the announcement nor the product page lists all 17, but the announcement describes six uses.
| Role | Tasks Claude handles, according to Anthropic |
|---|---|
| Estimator (prices jobs) | It reads the customer’s request for a quote, lists the missing information, compares costs on similar jobs and drafts the quote. |
| Quality engineer | It documents the part that failed inspection, checks past reports for the same problem, ranks the likely causes and drafts the corrective action report. |
| Maintenance technician | It reads exported sensor data, repair notes, photos and the equipment manual, then ranks the likely causes of the breakdown for the technician to check. |
| Buyer | It prepares the request for quotes from another supplier, then compares the bids that come back. |
| Design engineer | In Autodesk Fusion, a 3D design program, it generates variations of an existing model, scores them against the engineer’s targets and drafts a decision memo. |
| Plant manager | It compiles production data into one report: output against target, equipment downtime, and what the downtime and missed output cost. |
On its product page, Anthropic refers to two quality documents. A nonconformance report (NCR) records a part that falls outside its specifications. An 8D report follows an eight-step problem-solving method, from forming the team to closing the case. Anthropic calls the skills a starting point that each company can adapt to its own forms and procedures, and it plans to add more.
The sample 8D report Anthropic shows covers a bore, a hole machined into a part, that measured too wide. Of 8 parts inspected, 4 read above the maximum diameter, by up to 0.009 millimeters. Marked “DRAFT,” the document says the root cause is “not validated,” ranks three possible causes and suggests checking the measuring gauge first. No one is assigned to the team roles, and several steps are left for the team to complete.
Four connectors, and exports for everything else
In Anthropic’s plugin, the Autodesk Fusion connector lets Claude generate design variations from an existing model. The Infor connector lets it look up purchase orders and stock in Infor’s software. Through Microsoft 365, it finds procedures, supplier emails and exported reports in shared folders and inboxes. Oracle NetSuite, Oracle’s business management software, gives it orders, inventory, production steps and what jobs actually cost, so it can price a quote.
Other business systems, such as SAP, have no connector in the plugin. For those, Anthropic suggests a workaround: the company saves regular exports from those systems to Microsoft 365, and Claude works from the files. According to the product page, Claude does not replace the quoting software a plant already runs, and the company’s existing business software remains the official record. Connectors generally follow each user’s existing permissions in that software.
Infor’s separate plugin can change records, with approval
Infor’s own plugin is called Infor Industry AI for Claude. It goes further than the Infor connector in Anthropic’s plugin: that connector can only look up data. According to the press release Infor issued from Chicago on November 12, Infor’s plugin is aimed at production planners, buyers and customer service staff. Once the user approves, it can create a purchase order, reallocate stock to an urgent order or ship an order. Infor’s list also includes “shifting production lines after unplanned downtime.”
Anthropic gives an example: a steel shipment is delayed by two weeks. The buyer asks Claude which customer orders are affected and how much steel the company’s other sites have in stock. Once the buyer approves, Claude can issue a purchase order to another supplier and reschedule the affected production in Infor.
Infor says its plugin is designed to get “a user’s explicit approval before each change in Infor.” Each person can see and do only what their existing Infor permissions allow, and every action taken through the plugin’s connector is recorded in Infor. That connector is built on MCP (Model Context Protocol), an open standard that links AI assistants to other software.
For now, Infor’s plugin is limited to “select” customers of Infor Velocity Suite, the AI package Infor sells on top of its CloudSuite business software. Those customers need their own Claude license, and an administrator must turn on the connector.
Infor calls Claude the preferred AI assistant for its products. It also calls Anthropic’s Claude models the preferred models behind its own AI services. “Manufacturers need answers grounded in how their business really runs, and then the ability to act on them,” said Kevin Samuelson, Infor’s CEO.
A person signs off, and the plugin runs no machines
Anthropic built the product around human review. The estimator checks the quote and sends it out, and the quality engineer verifies the fix proposed in the corrective action report. To support that review, Claude can link its figures and claims back to the underlying data and documents.
The product page goes further: Claude “doesn’t run production control, operate equipment, or write to your systems of record.” Systems of record are the software that holds the official record of orders, stock or quality. Some connectors can change data, such as the one in Infor’s plugin. On Claude’s paid Team and Enterprise business plans, account owners can require approval before any connector changes data, or block such changes entirely.
“One of the core principles to us that was really important is control, and so making sure a person is signing off on every draft,” Lauren Collett, Anthropic’s head of go-to-market for enterprise industries, told the trade publication Manufacturing Dive. “Claude’s work can always be checked, and Claude’s not operating equipment.”
For the machines themselves, Anthropic is developing a separate project, the Model Hardware Standard (MHS). It gives programmable equipment a standard way to describe its measurements, settings and safety limits, so AI agents can operate it safely. Announced on August 27, 2026, the MHS is still a limited research preview, open to research labs and advanced manufacturers. It is not part of Claude for Manufacturing.
Who can install it, and which plants it suits
According to the announcement, customers on the Team and Enterprise plans install the plugin, then tell Claude “Set us up.” Claude asks which systems the team uses, tests the connectors and reports which skills cannot fully run yet. The product page refers more broadly to paid plans, including Enterprise bought through AWS Marketplace, Amazon’s online store for business software. Anthropic has not announced a separate price for the plugin.
According to Anthropic’s FAQ, the tool fits best in plants where each job gets its own quote, drawing and routing (the sequence of operations needed to make the part). For process manufacturers, which make products in batches or continuous runs, such as food, consumer goods, chemicals or steel, the FAQ’s answer is “Partly, today.” Those plants can use the morning production report, breakdown diagnosis and supplier skills right away.
The open questions
Anthropic names no customer that has used the plugin and reports no results. On Infor’s side, the press release quotes only one customer, Oldcastle APG, which runs Infor’s software. Jessica Vincent, its vice president of business solutions, says that asking a question in the tool people already work in, and getting reliable information, is “an immediate productivity gain.”
The only statistic in Anthropic’s announcement comes from a 2025 survey by the Manufacturing Leadership Council, a network of manufacturing executives. In it, 79% of the manufacturers surveyed listed manually entered data among their data sources. Anthropic uses the figure to illustrate how much time teams spend gathering information.
The survey, published on September 30, 2025, asked where production data comes from; it did not measure that time. It calls manual entry a potential source of errors later in the process.
Anthropic also says nothing about documents in languages other than English, or about the countries where the plugin is offered.
What it means
With this plugin, Anthropic is going after the office work around production: pricing jobs, writing up defects, diagnosing breakdowns and sourcing from suppliers. The machines stay off-limits. As described on November 12, Claude reads data through the connectors and drafts documents through the skills. The only route described for acting inside business software is Infor’s separate plugin, with the user’s approval for each change.
Anthropic’s plugin is aimed first at make-to-order shops with estimators, quality engineers, technicians and buyers. On paper, the Team plan also puts it within reach of mid-size companies. But only four software products connect directly, so a plant that runs other business software will have to work from exports with this plugin. Anthropic has not yet shown any results from a factory.
The launch caps a busy week for Anthropic, with Claude Meetings, which brings Claude into Google Meet calls, and Claude Sheets, a spreadsheet built into Claude. On November 10, Anthropic filed a new version of its IPO registration statement, the filing that precedes a stock market listing. On November 11, before this launch, the tech news site TechTarget noted that Anthropic was stacking up launches for business customers ahead of its IPO, which TechTarget expected the following week.
Next comes Anthropic’s technical webinar on November 17, at 11:00 a.m. ET. It is set to present the Model Hardware Standard and, according to its registration page, what plant teams and partners already run on Claude. Beyond that, three questions remain open: whether Anthropic publishes customer results, which skills and connectors it adds, and how the plugin handles documents in languages other than English.
Sources
- Introducing Claude for Manufacturing, Anthropic, November 12, 2026
- Claude for Manufacturing (product page and FAQ), Anthropic, viewed November 13, 2026
- Infor and Anthropic Announce Partnership That Turns Insights into Actions for Manufacturing Operations, Infor, November 12, 2026
- Anthropic launches ‘Claude for Manufacturing’, Manufacturing Dive, November 12, 2026
- Previewing the Model Hardware Standard, Anthropic, August 27, 2026
- Survey: Manufacturers See Data, Lack Strategy, Manufacturing Leadership Council, September 30, 2025
- Claude for Manufacturing: Put Your Plant’s Know-How to Work (webinar), Anthropic, viewed November 13, 2026
- With IPO looming, Anthropic launches new AI models, workplace tools, TechTarget, November 11, 2026
Header image: MACCUS chart. Data: Anthropic, Claude for Manufacturing announcement and product page; Infor press release, November 12, 2026
