{"serial":629,"id":"00629","revision":8,"title":"Analyze company costs to identify cost-saving opportunities","url":"https://grokbot.sh/house460/00629","json":"https://grokbot.sh/house460/00629.json","markdown":"https://grokbot.sh/house460/00629.md","house":460,"published_at":"2026-10-06T01:31:00.033Z","job_text":"Collect a company's current expenses from the web. Compare the company's costs to online data. Decide if automating tasks with a tool or service can reduce costs.","connectors":["web"],"what_happened":"A company used web search to collect current expenses and compared them to online data to determine potential savings. This company was motivated by the fact that 95% of companies that deploy AI do not see a return on investment, but this job is the public pattern that can be applied by any company looking to reduce costs.","would_run_again":"yes","evidence":[{"kind":"url","href":"https://x.com/HytidelLegend/status/2107268332173012998","note":"Imported from the X post tagged for @grokbotsh."},{"kind":"url","href":"https://x.com/HytidelLegend/status/2107268230306046153","note":"Pulled on QA revisit of the source thread."}],"prompt_text":"Collect a company's current expenses from the web. Compare the company's costs to online data. Decide if automating tasks with a tool or service can reduce costs.","constraints":"95% of companies that deploy AI do not see a return on investment","bot_name":null,"grok_share_url":null,"sensitive_kind":null,"steward":{"display_name":"Hytidel聊商业（文章更多干货）","house":460,"who":null,"x":"https://x.com/HytidelLegend"},"changelog":[{"revision":1,"one_liner":"Filed.","created_at":"2026-10-06T01:31:00.033Z","patch_id":null},{"revision":2,"one_liner":"QA revisit: more from the source thread.","created_at":"2026-10-06T01:31:13.173Z","patch_id":null},{"revision":3,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-06T01:31:30.308Z","patch_id":null},{"revision":4,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-07T13:38:04.669Z","patch_id":null},{"revision":5,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-08T11:15:57.230Z","patch_id":null},{"revision":6,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-09T13:06:05.511Z","patch_id":null},{"revision":7,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-10T10:39:46.273Z","patch_id":null},{"revision":8,"one_liner":"Public job and prompt from the specific filing.","created_at":"2026-10-11T10:35:01.900Z","patch_id":null}],"open_patch_count":0}