The AI graveyard's hard lessons

Relay, an AI-powered workflow automation tool positioned as an alternative to Zapier, shut down entirely on Monday. The product let users automate email and task workflows using AI agents, but as OpenAI, Google, and other larger platforms built similar automation directly into their own tools, the five-year-old company struggled to hold on to a reason to exist as a stand-alone product.

Relay is one version of the story playing out right now: a startup outpaced by bigger platforms. But plenty of AI bets never even survive inside the companies that build them. S&P Global Market Intelligence estimates that about 42% of AI initiatives are ultimately abandoned by their corporate parents. The reasons vary: insufficient funding, technical challenges, competition, difficulty scaling, or just weak user demand.

The result is a growing AI graveyard. What follows is a look at some of the most notable AI products, startups, launches, and bets that have shut down, pivoted, or significantly missed expectations — a record of what these attempts can teach the rest of the industry rather than a simple scorecard of flops.

OpenAI's own stumbles

Even the biggest players aren't immune. OpenAI, one of the most valuable private companies in the world, has had its own share of casualties and missteps. One of the more recent examples was its attempt to turn ChatGPT into a broader "super app." On July 9, OpenAI updated the app to combine several experiences, including separate "Chat," "Codex," and "Work" modes, while renaming the traditional, familiar version "ChatGPT Classic."

The redesign quickly drew criticism from users who found the new interface confusing and cluttered, and OpenAI rolled back the change soon after, bringing the familiar ChatGPT interface back. That wasn't OpenAI's only attempt to pull everything under one roof. The company has also shut down several stand-alone apps and folded their features directly into ChatGPT — a strategy that's worked out better than the redesign did.

ChatGPT Atlas, a stand-alone AI-powered web browser, lasted less than a year before being discontinued on August 9, with its most useful features absorbed into ChatGPT. The company did the same thing with Operator, an AI agent that could browse the web and complete tasks on a user's behalf. OpenAI has increasingly built image generation directly into ChatGPT, shrinking the role of DALL-E as its own separate destination for creating images. Its video-sharing platform, Sora, struggled with high operating costs and user-retention challenges and shut down in March 2026.

Apple's long Siri delay

When Apple unveiled Apple Intelligence in 2024, an improved Siri was one of the highlighted features. The pitch promised a Siri that could understand context, know what was happening across apps, and get tasks done effectively.

Apple repeatedly pushed back the release of the new Siri, citing reasons such as engineering issues and bugs. The delay eventually contributed to a $250 million settlement over claims regarding how Apple marketed the AI capabilities of the iPhone 16. Siri AI finally appeared in the iOS 27 beta this past July, with the new AI-powered version rolling out to English-language users first this month; support for other languages is expected to follow.

Microsoft's Recall controversy

Announced at its 2024 Build developer conference, Microsoft's Recall feature was pitched as an AI-powered "photographic memory" for Windows PCs, periodically taking screenshots of what a user was doing so they could later search back through their own digital history.

The announcement triggered an immediate backlash over privacy and security. Critics argued that Recall could create a searchable archive of highly sensitive information, including passwords, private messages, financial details, and other activity. Microsoft delayed the feature for nearly a year, giving the company time to rethink its security and privacy protections. Even after a redesign, the controversy hasn't gone away: a cybersecurity researcher recently built a tool that could extract and display data that Recall had captured, reviving questions about whether Microsoft has actually fixed the underlying problem.

Notion Mail's scheduled end

Notion Mail launched in April 2025 as an AI-focused email product designed to help users organize and automate their inboxes. However, the company noticed its users were using separate AI agents to handle their email inboxes instead. As a result, Notion Mail is scheduled to shut down on September 22.

Wearable AI's rough record

The Humane AI Pin is probably one of the most well-known failures in AI hardware. Designed to provide AI features through a wearable device rather than a traditional smartphone, Humane raised $230 million from investors and garnered significant attention. But the product struggled mightily with performance, and the situation worsened when Humane warned customers to stop using its charging case because of a potential battery fire risk. Humane then shut down its AI Pin business in February 2025, with most of the company's assets acquired by HP for $116 million.

The Rabbit R1 was another heavily hyped AI device. Unveiled at CES in January 2024, the AI companion was designed to perform tasks on behalf of its owner. Rabbit said it had sold 100,000 units shortly after launch. Strong initial sales didn't mean it was a strong product, though. Early reviews described the device as unfinished, with unreliable performance and a limited number of useful integrations.

The company hasn't given up. It has continued updating the R1, positioning it as a computer controller capable of performing agentic tasks, and it recently announced a new hardware project, dubbed "Project Cyberdeck," aimed at creating a portable device built for vibe-coding.

Audio, comparison, and character apps

Huxe was an AI audio app, built by former developers of Google's NotebookLM, that turned written information into conversational, podcast-style audio. The company shut down in May 2026, partly as larger platforms began offering similar experiences to large existing audiences. Spotify, for instance, has been expanding its own AI-powered audio tools.

Yupp was a free playground that allowed users to compare responses from hundreds of AI models side by side. Users could also vote on responses and earn cryptocurrency through the platform. At its peak, the platform let users test more than 800 models, including from companies such as OpenAI, Google, and Anthropic. But according to its founders, Yupp never achieved strong enough product-market fit to survive. The platform shut down in March 2026.

Figgs AI operated from 2023 to 2024, letting users create and interact with customizable AI characters for role-play and storytelling. The platform reportedly drew more than 1 million users, but its developers said keeping the service free became too expensive to sustain, and they shut it down.

What the list adds up to

Several of these outcomes were driven by the same pattern: a stand-alone AI product gets squeezed out once a larger platform builds the same capability directly into something users already open every day. Relay, Huxe, and parts of OpenAI's own portfolio all fit that description. Others failed on their own terms — hardware that underperformed, features that drew privacy backlash, or services that could not sustain a free model.

Across the list, the numbers behind the failures are concrete:

• About 42% of AI initiatives are ultimately abandoned by their corporate parents, according to S&P Global Market Intelligence.
• Apple's Siri delay contributed to a $250 million settlement over claims regarding how it marketed the AI capabilities of the iPhone 16.
• Humane raised $230 million and later saw most of its assets acquired by HP for $116 million.
• Rabbit said it sold 100,000 units of the R1 shortly after launch.
• Yupp let users test more than 800 models at its peak before shutting down in March 2026.
• Figgs AI reportedly drew more than 1 million users before it shut down.

The pattern behind the shutdowns

The most common thread in this record isn't any single technical failure — it's distribution. Relay competed directly with automation built into platforms that already had the users. Huxe faced the same dynamic once Spotify and others expanded their own AI audio tools. OpenAI's folded apps show the inverse: when the same features live inside ChatGPT, stand-alone versions such as Atlas and Operator lose their reason to exist.

Consumer hardware has been the roughest category. Humane's AI Pin raised $230 million and still could not deliver reliable performance, and a battery fire warning compounded its problems before the business shut down in February 2025. Rabbit's R1 sold 100,000 units early on, yet reviewers described it as unfinished — a reminder that launch-day sales and long-term usefulness aren't the same thing.

Privacy and trust failures form a third cluster. Microsoft's Recall drew backlash immediately after its 2024 announcement, and the later discovery that a researcher could extract captured data kept the question of whether the underlying problem was fixed alive well after the redesign.

Why this matters to builders and buyers

For anyone building an AI product, the record suggests that a stand-alone tool needs a reason to exist that a larger platform can't simply absorb into an existing app. Several of the products above lost that argument — Relay, Huxe, and OpenAI's own stand-alone apps among them. The 42% abandonment figure from S&P Global Market Intelligence also indicates that many AI bets die inside the companies that fund them, not just in the startup market.

For businesses and consumers evaluating AI tools right now, the list is a caution against assuming any single product will be around in a year. Products with large corporate parents have been discontinued too — ChatGPT Atlas lasted less than a year, Sora shut down in March 2026, and Notion Mail is scheduled to close on September 22. Buyers weighing a subscription or a hardware purchase may want to consider how easily a tool's features could be folded into a bigger platform, and what happens if the stand-alone version disappears.

None of this means the underlying ideas were worthless. Rabbit has kept updating the R1 and announced a new hardware project, and Siri AI is only now reaching English-language users. But the running list makes one thing clear: in AI, surviving the launch is a different problem from surviving the year.