Waters Corp. announced on Oct. 13 that its AI Link service will let AI assistants call selected features in waters_connect, the company’s liquid chromatography–mass spectrometry (LC-MS) software, through the Model Context Protocol (MCP). Waters says actions remain subject to the platform’s existing authentication, permissions and access controls.
MCP is a common software interface that lets an AI assistant discover and call tools made available by another application. Waters describes AI Link as an MCP server that exposes defined, constrained tools for its software; it is a new conversational route into selected workflows, not unrestricted access to the platform.
The company says the current tools support quantitative acquisition and processing. Examples in Waters’ product explanation include creating or editing sample lists, working with acquisition methods, assigning instruments, retrieving analytical results and generating reports. Its launch release also says agents can create methods, run acquisitions and process results. These are vendor descriptions of the available toolset, not an independent test of every operation or a complete inventory of the software.
For lab teams, the change is mainly about how routine setup and retrieval tasks are requested: a user can describe an action in natural language instead of navigating each software screen. The underlying work still runs through waters_connect, and the scientific applications remain the place for deeper analysis. Waters says AI Link does not give a model unrestricted access and that users can perform only actions already permitted to their account.
Waters also announced that it has joined Anthropic’s Model Hardware Standard (MHS) research program. MHS is a separate effort to standardize how software communicates with physical devices that have programmable interfaces. Anthropic described it as a research preview for selected partners, with work on safety evaluations before a planned open-source release. AI Link connects an assistant to functions exposed in Waters’ software; the MHS program concerns the lower-level interface to hardware. The two announcements do not establish that AI Link itself can autonomously operate every laboratory instrument.
Waters says AI Link is available now through early access and that general availability for waters_connect customers is planned for November.
Sources
- Waters: “From Complex Workflows to Conversation”
- Waters launch announcement, distributed by PR Newswire
- Anthropic: Model Hardware Standard research preview
Image credit: Sarka Na kopci/Wikimedia Commons, licensed under CC BY-SA 4.0. Illustrative photo of qTOF laboratory equipment, not a Waters AI Link system; unchanged.