Kingsoft Office (WPS) launched a standalone AI-native office agent on July 16 — Lingxi Pro, debuting on PC first. Its biggest differentiator is not "writes good copy" or "makes PPT graphics," but that it calls on WPS's own document kernel to generate native, editable Office-format files (PPTX / DOCX / XLSX) that you can keep editing the moment they open. Official testing compressed what used to be roughly a 6-hour manual office deliverable down to 15 minutes. The product squares up directly against Claude Cowork, which Anthropic released in January 2026. This article lays out its core capabilities, tested scenarios, and market positioning, so you can judge what real problem it actually solves.

What Lingxi Pro Is

One-sentence definition: Kingsoft Office's standalone AI-native office agent, debuting on PC, positioned as a personal professional office assistant.

The keywords are "standalone" and "native":

• Standalone: it is not a sidebar plugin inside WPS documents but an independent AI application that understands your personal work context
• Native: the output is not images, not PDF, not a Markdown conversion, but structured native Office files

That second point is its biggest difference from most AI office tools on the market. The "documents" most AI tools generate are essentially images or PDFs — nice to look at but impossible to edit further. Lingxi Pro delivers real PPTX / DOCX / XLSX, in which every text box, every sheet, and every formula can keep being modified.

Core Capabilities

1. Calling WPS's document kernel to generate native Office files

This is where the product's technical moat lies. Most AI office tools either:

• generate image-based PPT (not editable)
• generate Markdown and convert it (heavy format loss)
• generate PDF (view only)

Lingxi Pro calls WPS's years-deep document kernel directly, so what it generates are native files that both WPS and Office can open and edit as-is. That means the AI output never gets stuck at the "last mile" — you can hand it straight to colleagues to keep revising, print it directly, or run it through your company's approval flow.

2. Understanding your personal work context

Positioned as a "personal professional office assistant," it can tap your historical documents and spreadsheet data in WPS Cloud and generate customized output based on what you actually work on, rather than handing you a generic template.

3. End-to-end pipeline: understand the request → pull the data → generate an editable document

It is not a single-point tool but chains "understand the request → pull the data → generate the document" into one complete pipeline, aiming to cover an office task all the way from idea to delivery.

Tested Scenario: Delivering a Talent-Flow Analysis

The most persuasive example in official and media testing was a talent-flow analysis deliverable:

• The traditional way: gathering data, organizing Excel, making charts, writing a PPT — roughly 6 hours
• Lingxi Pro: from requirement understanding to a generated editable DOCX report + XLSX data tables + PPTX deck — about 15 minutes

The core value of this comparison is not speed but that the deliverable is a native, editable file. With an image-based PPT, even if you generate it in 15 minutes, any later revision means starting over from scratch; with Lingxi Pro's output, colleagues can take over seamlessly after the 15-minute delivery.

Market Positioning: Matching Claude Cowork

The international product Lingxi Pro is benchmarked against is Claude Cowork, released by Anthropic in January 2026. The two are highly similar in positioning: both are AI-native office agents, and both emphasize "understanding context + generating structured output."

The main players in the domestic Cowork race today:

Kingsoft Office's differentiation in this race is clear: it owns the office-software kernel that holds the number-one market share in China. That is something Claude Cowork cannot do in the Chinese market — Anthropic has no local document ecosystem.

Hands-On: What Real Problem Does It Solve

Strengths

• The last-mile problem: going from AI output to "a deliverable, still-editable office file" used to mean redoing it by hand; Lingxi Pro automates that step
• Enterprise usability: native Office formats mean you can go straight through corporate approval flows with no format conversion
• Domestic compliance: for government and enterprise customers who cannot use Claude Cowork, this is currently the closest equivalent

Fit Assessment

• Roles that depend heavily on Office document delivery: consulting, marketing, HR, data analysis — the biggest pain point in these roles is "AI did the thinking, but I still have to do the layout myself"; Lingxi Pro cuts out the layout step
• Deep WPS ecosystem users: if you already live in WPS Cloud Docs and WPS Spreadsheets, Lingxi Pro can reuse that data directly
• Government and enterprise users who cannot use overseas AI tools: the core-demand market for a domestic Cowork

Use Cases

• Consulting / investment banking: rapid delivery of research reports and project proposals
• Marketing / PR: generating campaign plans and communications reports
• HR: talent analytics, compensation reports, org charts
• Data analysis: from raw data to XLSX + DOCX reports with charts

References

• 10jqka Finance: Kingsoft Office to launch Lingxi Pro
• Sina Finance: Lingxi Pro PC debut tested
• Zhihu: WPS Lingxi Pro vs. Claude Cowork