Artificial intelligence is no longer just a tech buzzword, it is a core input for chips, software, cloud and large language models such as ChatGPT as companies adapt to tighter financial conditions, shifting rate expectations and mixed growth signals across regions. With inflation, energy prices and policy uncertainty all in focus, many investors are looking for AI stocks that are closely linked to this transformation, rather than broad market exposure. This AI Stocks screener focuses on companies directly tied to semiconductors, software, LLMs and cloud infrastructure. This article highlights 3 stocks from that universe for further research.
Trend Micro (TSE:4704)
Overview: Trend Micro is a Japan headquartered cybersecurity company that provides security software and cloud based protection for endpoints, networks, email, data and AI driven threat detection to businesses and consumers across Japan, the Americas, Europe and the Asia Pacific.
Operations: Trend Micro generates revenue across Japan (¥87,873m), Asia Pacific (¥77,088m), Europe (¥65,128m) and the Americas (¥55,822m), with a segment adjustment of ¥3,574m.
Market Cap: ¥840.9b
Investors looking at AI related stocks can monitor how Trend Micro is using partnerships with OpenAI, Anthropic and Claude to build AI driven threat detection and compliance tools directly into its Vision One platform, while still running a sizeable global cybersecurity software business. Published forecasts in the market point to mid single digit revenue and earnings growth with high returns on equity above 30%. However, the stock trades on a P/E above the Japan software industry and has had weaker multi year earnings and share price performance, so expectations are not low risk. A key question for investors is whether AI powered security, recurring enterprise contracts and capital returns can justify that premium and reset the story for Trend Micro.
Trend Micro’s AI security push, high returns on equity and premium P/E suggest the market may be missing a key angle on quality versus expectations. Start with the 2 key rewards and 1 important warning sign that could tip the balance.
WingArc1st (TSE:4432)
Overview: WingArc1st is a Tokyo based software company that helps businesses turn raw operational data and documents into usable information, offering tools for form creation, document digitization and management, dashboards, and data analytics to support decision making.
Operations: WingArc1st generates all its revenue of approximately ¥31.4b from its Data Empowerment Business in Japan.
Market Cap: ¥100.5b
WingArc1st provides focused exposure to data and document infrastructure for Japanese enterprises, with reported high quality earnings, a net profit margin around 21%, and forecast earnings growth of about 12% a year supported by steady revenue expansion. The stock is priced below one estimate of fair value and has been assessed as good value relative to other software companies, which may be of interest if you are looking for AI linked software at a discount to assessed cash flow value. At the same time, return on equity of 14.4% and reliance on external borrowing for all liabilities point to trade offs around capital efficiency and balance sheet risk that are worth weighing carefully.
WingArc1st looks like an AI data play hiding in plain sight, with high margin earnings and a share price assessed as below fair value. The real twist sits in the DCF valuation analysis for WingArc1st.
Appier Group (TSE:4180)
Overview: Appier Group is an AI native SaaS company that helps e commerce, finance, gaming, retail and auto clients use artificial intelligence to target ads, personalize customer journeys and make data driven marketing decisions across web, mobile and messaging channels.
Operations: Appier Group generates all its ¥46,487m in revenue from its AI SaaS Business, with most coming from Northeast Asia (Japan and South Korea, ¥31,579m) and the rest spread across the US and EMEA (¥9,095m), Greater China (¥4,586m) and Southeast Asia (¥1,227m).
Market Cap: ¥92.9b
Investors interested in AI software tied directly to commercial outcomes may want to look closely at Appier Group, which combines AI based ad, personalization and data tools with revenue that is forecast to grow 18.9% a year and earnings expected to expand at 34.21% a year. The company has moved into profitable territory with high quality earnings, but margins have slipped to 5.6% and return on equity is still modest at 6.9%. All liabilities are funded by higher risk borrowing, and the share price is described as expensive on a 35.8x P/E and recent underperformance versus the JP Software industry. The key question is whether scaling Agentic AI deployments and rising operating leverage can outweigh funding risks and valuation pressure.
Appier Group’s accelerating AI SaaS adoption and high growth forecasts sit awkwardly against modest ROE, thin margins and a 35.8x P/E. The real tension is in the analyst forecasts for Appier Group, and one key risk investors often overlook
The three AI stocks in this article are only a starting point, and the full Artificial Intelligence/ AI Stocks screener surfaces 63 more companies with equally compelling AI driven narratives across chips, software, LLMs and cloud. Use Simply Wall St to identify, analyze and filter for the specific catalysts, capital allocation patterns and business models that matter to you so you can focus on the AI opportunities that best match your own conviction.
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This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.
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