A growing collection of small tools and experiments. Some started with a problem from workshops or work. Others started with a simple question: could AI make this easier, clearer or more useful?
These are demonstrations rather than commercial products. Public versions use demonstration data or browser-only logic so you can explore the thinking without creating accounts, consuming paid AI calls or touching private information.
Turn a set of source documents into a researched, cited conversation you can listen to. The public version demonstrates the workflow, source visibility and episode structure without exposing the private library or triggering paid generation.
Open the prototype →Turn a messy challenge into a workshop you can actually facilitate. Start with the outcome, choose whether the group needs to explore, align, decide or plan, then shape an editable run sheet with timing, outputs and facilitator guidance.
Open the prototype →Find conversations worth entering, develop a point of view, and turn that thinking into a useful LinkedIn contribution without manufacturing engagement for engagement's sake.
Open the prototype →Turning live conversations into structured signals, topics and useful follow-up without losing the shape of the discussion.