Major Upgrade: Skywork Deep Research Agent v2 delivers a smarter, more efficient experience for AI Office and research

By John Alexander Published September 18, 2025

While OpenAI’s ChatGPT may be the launching point for most people’s AI searches these days, it isn’t a be all, end all tool. And, despite Canvas mode, it certainly isn’t an office suite replacement tool. And that’s where emerging AI leaders are coming, filling in the gaps left by more open-ended tools. Just take Skywork, a forward-looking platform that’s taking on the AI Office space, helping create tools for researchers of all levels, make expert-tier spreadsheets, and PPT slides in a snap of the fingers. And, it’s getting better all the time, with the new Skywork Deep Research Agent v2 being revealed just recently, a new engine specifically designed for high-density documents, PPTs, and spreadsheets.

Here, we take a look at what Skywork has to offer now, as well as what it can bring into the future.

The Skywork site has tons of examples of its work that you can “replay” to see exactly how things go. This example report shows the AI’s steps in creating a sample report.

There are a few important details here that you shouldn’t miss and that ultimately make Skywork different. The first of these is the collaborative nature of the output. This isn’t a one shot, single prompt research paper. Instead, the system creates a list of requirements that you might have for it, letting you check what to add and what to skip, giving you ultimate control over the project. Likewise, a pre-writing to-do list is populated so you can tweak the requirements to favor what you need. Next is the consistent calling of MCP tools, which are the types of tools that AI is best suited to use autonomously at this time, making for an all around painless experience.

And, what’s created certainly has the style, outline, and information needed for a report that can service an individual’s needs instantly and possibly head to publication with a guided hand. Formatting and some stylistic choices will certainly be helped by human editing, but that’s to be expected as each person and journal has different requirements.

Facts for the example report we reviewed earlier are made from MCP-fueled internet research, but it is easy enough to imagine inputting your own hard-earned data. And that’s where this will all shine. Researchers will do research, and Skywork will interpret it and present it with minimal help. This software doesn’t eliminate the researcher, but instead frees them from the burden of writing out their findings; an especially important service since not all researchers are adept in the near-universal standard of English language science reporting. Furthermore, it has achieved SOTA-level benchmarks in BrowseComp and GAIA Test, showing an ability to deliver results at the same level you do. This is a suite that works like an office suite to create your document, not replace the research and human thought needed to get there.

As Skywork, and AI in general terms, evolve, so will the ways we interact with written media, spreadsheets, and the old office suite altogether. Currently, Skywork serves as an excellent planner to get your research to the first draft stage quickly. Next year, who knows?