Anecdotes
One short story per engine and module we ship. Some are wins where Notion and AI caught something before it broke. Others are rookie mistakes I made early on that taught me what to build next. No productivity porn. Real hours, real screenshots, real clients.
Launch day for Lee's first book. 4 pre-launch emails, 3 WhatsApp broadcasts to his community, a coordinated LinkedIn + X + newsletter drop. By 6 PM, Amazon number one in his category.
First version of the Meeting to Task extractor. One meeting recorded in two platforms. Claude parsed the transcript twice. The ops lead opened ClickUp Tuesday morning and saw 36 tasks where 18 belonged.
An agency client executive went to check her deliverables. Share link: expired. Three months of reports behind a 404. We did not know until she emailed. Every portal now runs a freshness monitor.
First build of the Pipeline Tracker. We weighted LinkedIn mutual connections too heavily. Founder burned two weeks on leads that looked hot in the CRM and went nowhere on the call.
Early version of a content automation. Every prompt ran through Claude Opus because quality. Client opened his API dashboard a month in and saw the damage. We rebuilt the router the same day.
The Strategic Dashboard went live on a Friday. The following Monday the CEO skipped the ops meeting. Four weeks later, Monday ops as a meeting did not exist. The team got 90 minutes back a week.
First Monday the staleness audit ran at a compliance startup. 117 pages flagged past their freshness rule. The ops lead replied "okay, now I know what to cut." Three weeks later the KB was down to 87 pages, all fresh.
Enrolled in the Cornell Chief AI Officer program. The course catalog was a scroll. I built a knowledge graph over it, embedded every program, ran community detection, and now the catalog recommends its own pathways. Live at cornell.learnleadai.com.
Learning Paths auto-assigned a week-one reading path. Two of the five links pointed to SOPs that had been renamed. The new hire hit a 404 twice and asked her manager if anyone else used this system.
Head of sales left on a Friday. Monday, the new hire opened the CRM, saw every deal with next-action in plain English, every contact tagged. She ran her first pipeline review in five minutes instead of the usual five weeks of shadowing.
First email flow we shipped for a SaaS. Segment was "customer list". We forgot to filter by active status. 47 people who had cancelled got a "thanks for being a customer" email. Painful. Never again.
Coach was shipping one newsletter a week, with five draft ideas that never made it live. Content OS shipped. One brief, four channels: LinkedIn, X, newsletter, Webflow. Three weeks in, four-times the output, half the editor time.
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