New AI-powered puppy KPIs: Key Potty Indicators

A couple used ChatGPT to analyze weeks of handwritten puppy potty logs, creating Key Potty Indicators (KPIs) such as Accident Reduction Rate and Poop-to-Pee ratio. The AI identified predictable accident windows and found that consistency reduces accidents, demonstrating a novel application of AI for pet training.

A recent AI experiment involved feeding weeks of handwritten puppy potty logs into ChatGPT https://www.businessinsider.com/openai-merging-codex-into-chatgpt-lock-in-code-2026-6 . My wife and I tracked every pee, poop, walk, and accident for our puppy Oliver https://www.businessinsider.com/puppy-advice-ai-answer-engines-chatgpt-google-search-2026-3 , creating a new breed of KPI: Key Potty Indicators. ChatGPT extracted the data from our scribbled notes and turned it into a fully formatted CSV file. Then it went to town charting the heck out of these KPIs. It came up with a host of fancy metrics, including ARR Accident Reduction Rate , LTV Longest Time Void-free , PTP Poop-to-Pee ratio, WAF Weekly Accident-Free rate, and DPV Daily Potty Volume . This chart was useful, showing how accidents correlate with how often we walk Oliver. And the AI analysis found that accidents weren't random. They clustered in two predictable windows: midday roughly noon to 3 pm and late evening 8 pm to 10 pm , often following meals, naps, or play sessions. The biggest takeaway: Success comes from reducing the gap between "need to go" and "opportunity to go." According to Oliver's KPI dashboard, consistency beats discipline, every accident is a training opportunity, and our puppy is becoming increasingly forecastable. Sign up for BI's Tech Memo newsletter here https://www.businessinsider.com/subscription/newsletter/tech-memo . Reach out to me via email at abarr@businessinsider.com mailto:abarr@businessinsider.com .