Over the course of the last several years, Artificial Intelligence (AI) has gone from peculiarity to a pillar of modern industry. When generative AI tools were first unveiled to the public in 2022, many saw the tools as little more than an oddity. After all, despite the fact that the platforms behind the tech were eager to embrace the title of AI and all of the pop-cultural connotations that came with it, it wasn't actually artificial intelligence, and still isn't. Less of a self-thinking, autonomous piece of machinery and more equivalent to a digital blender, AI proved capable of combing through vast amounts of data in a matter of moments and regurgitating information from it in a new context.
While the reality of the tool's capabilities might have been seen as lackluster years ago, that weakness has since become one of these platforms' greatest strengths, with AI proving its value to various businesses several times over. Today, many of the top-performing companies worldwide utilize AI tools to help them analyze data, make informed decisions, and even predict future trends. The tool has become so intrinsically woven into many industries' most prominent players that it has shifted the foundations of numerous sectors in the span of just a few short years.
However, for as practical and useful a tool as AI can be, a persistent question has plagued many users: why can't these tools present clear charts and visuals to go alongside the copious amounts of information they're recontextualizing for the user?
While several AI tools are great at generating text, they often miss the mark when it comes to visuals and specialized knowledge. That's where Skywork.ai stands out. It's designed to give detailed, accurate research that includes clear charts, graphs, and insights, just the kind of output busy professionals need for meetings or reports.
With its new professional database launched on July 17, skywork.ai is offering something unique. If you're looking for an AI platform that saves time and delivers results you can use, Skywork may be the tool you've been waiting for.
The deep research battlefield: where AI tools stand today
Companies have begun increasingly turning to AI to speed up research and simplify decision-making. However, when professionals request financial reports, legal references, or competitor analyses with visuals, they often encounter a barrier.
For example, asking general AI tools for a market comparison of tech companies might give you five paragraphs of insights, but only one in ten times will it include a usable chart. The tool may provide accurate information, but it rarely includes any graphics.
Why this matters
When you're creating a boardroom presentation, paragraphs don't cut it. You want charts, timelines, side-by-side comparison visuals, that sort of thing, which will help explain the data fast. As a result, professionals often spend more time formatting and editing than analyzing.
What makes Skywork different
Skywork was built to solve this exact problem, and it achieves this in three key ways.
1. Visuals are always included and spot-on
Skywork's DeepResearch engine ensures every report includes rich visual content -- not just text. Each report embeds an average of 3.2 charts, spanning five types of visual templates such as line graphs, bar charts, scatter plots, tables, and timelines.
They are auto-generated in business-ready formats, suitable for stakeholder decks, investor updates, and strategic briefs.
2. Cost-effective for companies
While enterprise AI can be powerful, it often comes at a steep cost. Skywork adopts a streamlined agent architecture with efficient retrieval and output planning, enabling it to deliver high-quality results at a fraction of the cost. For example, processing 1 million input tokens plus 60,000 output tokens on Skywork costs just $1.20, compared to $3.90 for the same workload on Claude 3.7 or 4. This makes Skywork both more efficient and more cost-effective than its competitors, especially for teams running daily, large-volume research.
3. Find more sources
When prompted to analyze the trend of renewables in Asia, a submission from Skywork offered policy updates, regional market specifics, investment prospects, and even year-over-year growth images, along with real source links.
Skywork stands apart by transforming deep research into structured, presentation-ready slides, a feature that sets it apart from other AI platforms. While most tools focus on generating plain text or outlines, Skywork combines real-time data retrieval, critical analysis, and visual storytelling into cohesive slide decks. This makes it uniquely suited for consultants, analysts, and decision-makers who need to turn insights into impact -- fast.
Under the hood: what powers Skywork's deep research
Skywork.ai's Deep Research Agent leverages millions of agentic interaction logs collected from real-world complex knowledge tasks across domains such as finance, healthcare, policy, and law. The model has undergone extensive end-to-end reinforcement learning to optimize for reasoning accuracy, planning depth, and factual reliability.
When given a task, the agent dynamically selects from a curated set of over 20 specialized tools -- including web search, document summarization, code execution, graph generation, table extraction, and citation formatting -- to collaboratively plan and execute the task.
It connects to the live Internet, performing intelligent, multi-step search sessions that can scan through hundreds of sources and extract key insights from dozens of documents within seconds. The result is a research output that is not only fast and comprehensive, but also deeply contextualized and citation-ready, supporting business, academic, or legal decision-making with traceable evidence and structured summaries.
Skywork.ai's deep research model also emphasizes the quality and authority of collected information. It features functionalities that verify the correctness of its data and present customers with industry-standard data visualizations that can be trusted in high-stakes business environments.
The breakthrough in July: launch of Skywork professional database
Many AI tools depend heavily on public sources like Wikipedia or online news, which are insufficient for the needs of modern businesses. Executives and analysts require timely, structured data from regulatory filings, court rulings, market intelligence, and specialized databases.
On July 17, Skywork took a major leap forward with the launch of Skywork Professional Database, its enterprise-grade professional knowledge base. This marked a key differentiator from general-purpose AI platforms, enabling Skywork to deliver business-level intelligence and sector-specific insights with precision.
The first wave of integrated sources includes:
* SEC EDGAR: The Electronic Data Gathering, Analysis, and Retrieval system operated by the U.S. Securities and Exchange Commission.
* Alpha Vantage: A global financial database covering stocks, forex, and cryptocurrencies.
* Financial Modeling Prep (FMP): A U.S. data provider offering company filings, quotes, valuation models, and fund data for publicly listed firms.
* GovInfo: The official digital repository from the U.S. Government Publishing Office, containing federal legal and policy documents.
* e-Gov: A legal database managed by Japan's Ministry of Internal Affairs, featuring national laws, ministerial ordinances, and government orders.
* CiNii - Japan's largest academic database, operated by the National Institute of Informatics, offers peer-reviewed papers and scholarly publications.
Together, these sources give Skywork a foundational edge in trusted, verifiable, and structured data, which is essential for high-stakes business research.
Specialized knowledge in key markets
Skywork's extensive knowledge base already offers accurate support for users across different regions and industries. For English-speaking users, Skywork offers comprehensive financial research tools such as real-time stock quotes, including trading prices and volumes, fundamental valuation metrics, and financial and operational ratios. It also enhances the process of searching for legal information by allowing users to access summaries of case law and regulatory guidance.
For Japanese and Korean users, the platform also provides localized financial analysis, offering access to filings and frameworks specific to the Asia-Pacific region. While full legal research tools for these languages are still under development, coverage is expected in upcoming updates.
The AI-generated presentation included charts on local policy, visualized market trends, and detailed investment return comparisons, all properly formatted and fully sourced, demonstrating how Skywork.ai's specialized tools can transform complex data into business-ready outputs.
Skywork presents a clearer picture
When institutions consider AI tools for research, the real question is: How well do they work in practice?
Many popular tools are known for advanced text generation but can be weaker in areas important to professionals, like visual output, depth of analysis, and specialized expertise in different domains. That's where Skywork stands out by specifically addressing those gaps.
Skywork includes 2-4 charts in every report, something that other AI generative tools rarely do, if ever. Skywork's visual templates are polished, business-ready, and more interactive with the audience, unlike the plain or mostly text-based outputs from others.
It's also more cost-effective, approximately 40% cheaper than other leading AI tools, making it a smart choice for teams that need reliable, ready-to-use reports without extra formatting or editing.
Why Skywork.ai may be leading the future
Skywork's focus on visual intelligence and domain-specific knowledge shows what the future of enterprise AI will look like. As businesses demand more presentation-ready outputs, tools that can combine data, design, and depth will win. And with features like Skywork Professional Database, it's clear that skywork.ai isn't just catching up, it's building ahead.
Final thoughts
AI is changing fast, but enterprise needs are clear: real insights, smart visuals, and reliable data. Skywork.ai is answering that call with a system that does more than talk; it thinks, designs, and delivers.
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