[Use cases](https://www.automaticcompany.co/use-cases/) · [Operations & admin](https://www.automaticcompany.co/use-cases/category/ops/) # Run video annotation overnight so it is done by morning In a feature rundown from Volcano Engine's Wuhan event, GeekPark reports that one company scheduled its video annotation work for the night: ArkClaw opened the annotation platform on its own before dawn, operated it through the browser the way a person would, and the finished work was ready the next morning. The company is not named and no volumes or time savings are given. [ArkClaw](https://www.automaticcompany.co/use-cases/agent/arkclaw-byteplus/) Added Oct 12, 2026 ## What they did At Volcano Engine's Wuhan event in April 2026, a speaker described one company's setup: video annotation work was scheduled for night hours, and ArkClaw opened the annotation platform before dawn and worked through it in the browser, clicking through pages the way a person would. ## How it went The maker says The finished annotation work was waiting the next morning, according to the talk as reported by GeekPark. ## Good to know This is a one-line example from a vendor talk. The company is not named, and there are no volumes, error rates or time savings, so treat it as an illustration rather than a measured result. ## A prompt to try Every night at , open in the browser and work through the queue in , following the rules in . Skip any item you are unsure about and list it with the reason. By , send me a summary of how many items you finished, how many you skipped, and anything that looked wrong. ## Source [geekpark.net](https://www.geekpark.net/news/362084) · published Apr 2, 2026 · checked Oct 12, 2026 Runs on [ArkClaw](https://www.automaticcompany.co/platforms/arkclaw-byteplus/). ## Want this running for you? The [Software Co pack](https://www.automaticcompany.co/packs/software-co/) is a bot team we set up and run that does this kind of work. ## More in Operations & admin - [ Alibaba QwenWork · Operations & admin ### Check vehicle certificates against shipping documents from photos A quality inspection engineer at Changan Automobile hands vehicle document checks to Alibaba QwenWork. According to a Caijing report republished by 36Kr, the check per vehicle became much faster. - ](https://www.automaticcompany.co/use-cases/alibaba-qwenwork-vehicle-document-parameter-check/) - [ OpenClaw · Operations & admin ### Run a one-person online shop's admin, stock and marketing A solo online accessories seller deployed OpenClaw inside Feishu as an e-commerce assistant with skills for bookkeeping, stock checks, Xiaohongshu copy and competitor research. After a few weeks, the seller says running the shop day to day mostly means giving the agent instructions. - ](https://www.automaticcompany.co/use-cases/openclaw-solo-accessories-shop-operations/) - [ Grok Bot · Operations & admin ### Assign seats to new hires and process emailed invoices The vendor describes an operations Bot that sets up software seats for incoming employees and handles invoices that arrive in Gmail, plus an expense Bot that logs emailed receipts and chases missing categories. - ](https://www.automaticcompany.co/use-cases/grok-new-hire-seats-and-gmail-invoices/) ## Want this running for your business? We pick the bots, set them up in your account and run them. They do the work while you run the business. [ Hire your team ](https://www.automaticcompany.co/founding-waitlist/)