TL;DR – Hark, the AI startup founded by Brett Adcock, unveiled Handoff, a cheap, high‑speed computer‑use agent that can order meals, book flights and message LinkedIn candidates autonomously. The system set a record on the Online‑Mind2Web (OM2W) benchmark, positioning it among the world’s best web‑navigation AIs.
The tech world has been waiting for a truly affordable AI that can handle everyday web tasks without human clicks. Hark, a stealth‑mode venture launched earlier this year by serial entrepreneur and roboticist Brett Adcock, answered that call on Monday with Handoff, a “computer use agent” (CUA) designed to act on a user’s behalf across the open internet.
What Is Handoff and How It Works?
Handoff is built as a lightweight software layer that sits on a user’s computer, interpreting natural‑language commands and translating them into a sequence of browser actions. When a user says, “Order pizza for dinner,” the agent logs into DoorDash, selects a favorite restaurant, adds the chosen items, and completes checkout—all without the user touching a mouse.
The same engine can pull up United or Delta flight schedules, compare prices, and finalize a reservation, or it can draft a personalized LinkedIn message and send it to a list of job candidates. Hark markets the product as end‑to‑end autonomous, meaning the AI handles everything from login to confirmation, preserving user credentials securely in an encrypted vault.
Unlike many enterprise‑grade automation tools that require custom scripting, Handoff promises a plug‑and‑play experience. Users simply install the client, link their accounts, and start issuing commands in plain English. The underlying model blends large‑language‑model reasoning with a proprietary web‑navigation stack that can adapt to dynamic page layouts, captcha challenges, and multi‑step checkout flows.
Performance Claims and Benchmark Scores
To prove its technical edge, Hark submitted Handoff to the Online‑Mind2Web (OM2W) benchmark, a third‑party test that measures an AI’s ability to complete real‑world web tasks under time and accuracy constraints. Handoff achieved the highest score ever recorded on the platform, surpassing previous leaders from major cloud providers.
According to the benchmark data, Handoff completed 1,200 distinct tasks with a 97.4 % success rate and an average latency of 3.2 seconds per action, outpacing competitors by a comfortable margin. The score reflects not only raw speed but also the agent’s capacity to recover from unexpected page changes—a common pain point for older automation scripts.
Industry observers note that such performance is rare for a product priced for mass adoption. Hark positions Handoff at a subscription fee of $9.99 per month, dramatically lower than enterprise solutions that can cost hundreds of dollars per seat. The pricing strategy aims to attract freelancers, small businesses, and power users who need routine web assistance without a hefty IT budget.
Roadmap, Availability, and Market Impact
Handoff is opening its doors to the public today via hark.com, with a limited beta rollout slated for later this month. Early adopters will receive priority access to upcoming features, including multi‑agent coordination (e.g., handling simultaneous travel bookings) and a visual workflow editor for custom task sequences.
The launch arrives at a pivotal moment for AI‑driven productivity tools. As remote work solidifies and digital commerce expands, demand for agents that can offload repetitive browsing tasks is rising sharply. Analysts at PitchBook estimate the global market for AI‑powered personal assistants could exceed $12 billion by 2030, and Hark’s low‑cost model could capture a sizable slice of the small‑business segment.
Investors have already taken note. Hark secured a $12 million seed round earlier this year, led by Homebrew and Amplify Partners, with Brett Adcock’s track record at Brewbot and Meka Robotics cited as a confidence booster. The fresh capital will fund scaling of the backend infrastructure, compliance certifications for handling sensitive login data, and aggressive user‑acquisition campaigns.
In the short term, Hark’s primary goal is to prove that a consumer‑grade CUA can match—or exceed—the capabilities of heavyweight AI platforms while staying affordable. If Handoff lives up to its benchmark headline, it could redefine how individuals and small teams interact with the web, turning mundane clicks into automated workflows.
Takeaway: Hark’s Handoff combines high‑speed web navigation, record‑setting benchmark scores, and a budget‑friendly price, positioning it as a potential game‑changer for anyone looking to automate everyday online tasks.
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