FlowAI Adoption Agent by Userflow
Turn "How do I?" questions into guided product completion
What it does
Most AI assistants answer questions. The FlowAI Adoption Agent goes further—it recommends and launches contextual walkthroughs directly inside your product, guiding users step-by-step to task completion. Powered by FlowAI Signals, it also surfaces repeated friction points, unanswered questions, and high-intent themes, so you always know where users struggle and what to fix next. From question to completion. No support ticket required.
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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