Manufacturing
Deployment record
In the tracker →- Organisation
- Anthropic
- System
- Claude
- Stage
- Live
- Function
- manufacturing inspection and quoting
- Built on
- Oracle NetSuite, Autodesk Fusion, Infor, Microsoft 365
- 01Anthropic has launched Claude for Manufacturing, targeting Team and Enterprise customers, with 17 skills and four software connectors.
- 02Claude can assist estimators by retrieving old job costs from Oracle NetSuite and drafting quotes based on specifications and similar jobs.
- 03Quality engineers can use Claude to analyze rejected parts and generate eight disciplines (8D) reports by linking findings to inspection records.
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- 04Claude integrates with multiple systems, including Autodesk Fusion, Infor, and Microsoft 365, to streamline workflows and improve data access.
- 05Infor has designated Claude as its preferred AI assistant for its products, enhancing operational efficiency for select Velocity Suite customers.
Anthropic
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There’s no stopping Claude. After bringing it to financial services, healthcare and life sciences, Anthropic is now taking it into manufacturing. One of the first jobs it wants Claude to take on starts with a drawing in an estimator’s inbox.
Before sending a price, the estimator has to spot missing specifications, find similar jobs and check what the plant actually spent making those parts. Claude can pull up the old job costs in Oracle NetSuite and draft a quote for the estimator to check and send.
Anthropic launched Claude for Manufacturing recently for Team and Enterprise customers, with 17 skills and four software connectors. Lauren Collett, Anthropic’s Head of Enterprise Industries Go-to-Market, said plant teams spend much of their day “moving information between” systems.
The launch came ahead of Anthropic’s planned initial public offering (IPO), which drew orders for about six times the shares on offer. “And now we’re starting to find that agents that do things end-to-end in other areas of knowledge work are possible,” Anthropic CEO Dario Amodei said in the company’s IPO roadshow, describing Claude’s expansion beyond coding.
When a Part Fails Inspection
A quality engineer looking at a rejected part can ask Claude to find similar failures and draft an eight disciplines (8D) report. Claude can link its findings to the inspection records, giving the engineer a way to trace a suspected cause back to the evidence before testing a fix.
That search depends on what made it into the record. An operator might remember what happened just before a defect appeared, but Claude can only use that observation if someone captured it in a file or system it can access. In a 2025 Manufacturing Leadership Council survey, 39% of respondents said their company had a process to verify manufacturing data quality.
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Alongside NetSuite, the plugin connects to Autodesk Fusion for design files, Infor for purchasing and inventory records, and Microsoft 365 for shared files and emails. Teams can put exports from other systems in Microsoft 365, and Claude flags during setup which workflows still lack the records they need. Anthropic is separately exploring equipment control through its Model Hardware Standard research preview.
When a Steel Shipment Slips
In Anthropic’s example, a buyer facing a late steel delivery can ask Claude which orders are affected and whether another site has stock. Anthropic’s plugin can look up those records. Infor’s separate plugin can place a replacement purchase order and reschedule production once the buyer approves each change. Infor’s existing permissions determine which orders the buyer can see and change, and Infor records the actions.
“Our employees need easy access to the precise answers available to them within Infor systems without delay,” said Jessica Vincent, Vice President of Business Solutions at Oldcastle APG, in Infor’s announcement.
Infor named Claude its preferred AI assistant for its products and said Claude models would be the preferred choice for its Industry AI tools. The integration is available to select Velocity Suite customers with a Claude license.
From First Draft to Sign-Off
Anthropic’s launch announcement offered workflow examples, with measured customer results for the new plugin still to come. A separate Enveda test shows what it looks like to measure the work through human review. The biotech company tested its own Claude-based workflow on 1,061 pages of drug manufacturing batch records and cut human review time by 89%, from more than 25 hours to less than three.
Claude flagged all 11 issues Enveda’s reviewers had spotted and seven they had missed, Anthropic reported. For an estimator using the new plugin, the equivalent measure starts when the drawing arrives and ends when the checked quote goes out, including the time spent correcting Claude’s draft.
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