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AI product context

8 stories

Stories

  • Interrater Reliability

    A pipeline report says 40% of deals sit in 'proposal' stage. One rep only marks a deal 'proposal' once a signed statement of work goes out. Another marks it the moment a number comes up on a call. Both fields are filled in correctly. The 40% doesn't mean what it looks like it means.

    Brief Blog6 min read
  • Revenue Recognition

    A $120,000 annual contract is paid in full on January 3rd. The revenue dashboard shows a huge January and a dead February. The company delivered the same service to the same customers in both months.

    Brief Blog6 min read
  • Near-Decomposability

    Every domain report looks clean: strategy is on track, sales is fine, support tickets are down. A customer churned the week after a pricing change, and the reason lived entirely in the gap between two reports that were each individually correct. Nobody inside either domain was ever going to see it.

    Brief Blog6 min read
  • Situation Awareness

    A weekly brief lists twelve tickets shipped, three deals closed, and a competitor's price change. Every line is accurate. The reader finishes it and still can't say whether the week was good or bad, or what it means for the one coming.

    Brief Blog6 min read
  • Costly Signal

    Two competing products both claim the easiest onboarding in the category, on the same landing page template, in the same words. A prospect reading both pages learns nothing about which one is actually true, because both companies could make that exact claim whether or not it holds.

    Brief Blog6 min read
  • State Estimate

    A product agent looks at a backlog with 183 items and says the roadmap is full. Then an engineer points out that half of it is abandoned, three shipped already, and the one thing the customer is waiting on changed shape in review. The agent was not dumb.

    Brief Blog8 min read
  • Revealed Preference

    A user tells you price is the top blocker, then upgrades the week a new feature ships, not the week a discount runs. Neither answer is wrong. One was a claim with nothing else on the table to weigh it against. The other was a choice made while a cheaper option sat right there, unchosen.

    Brief Blog6 min read
  • Drift

    A competitor's pricing page said 'no setup fees' for two years. Three weeks ago a fee quietly appeared under implementation, everything else on the page untouched. The page changed. Nobody caught what it meant.

    Brief Blog5 min read

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