AI that suggests. A person who decides.
Most products add an AI button. This one was rebuilt around a harder idea: AI can draft something as personal as your life's purpose statement — as long as the person shapes it, refines it, and walks away feeling it's theirs. Because it is.
The blank page is where self-reflection dies
Ask someone to "write your purpose statement" and you get paralysis — it's the hardest blank page there is. Hand them a fully AI-written one and you get something worse: polished words they feel nothing for. The product's central design challenge was the space between those failures: AI as a thinking partner, not a ghostwriter.
Assistance woven through the whole product
The purpose journey is the flagship moment, but the same pattern — generate, review, own — runs everywhere.
Refinement is the product
"Make it better / more creative / expand it" aren't extras — they're the mechanism that turns a draft into ownership. The user iterates until the words feel true, and engagement data agrees: the loop is where belief forms.
Cold start, solved politely
New users hate forms. A photo and a LinkedIn URL generate a rich starting profile — which better recommendations (volunteering matches, task ideas) immediately reward.
Assessments make it personal
Personality and strengths assessments feed the suggestion engine — so two people choosing the same values still get suggestions that fit who they each are.
The same philosophy, from invoices to identity
In our finance projects, AI reads and humans approve. Here, AI drafts and humans own. Different stakes, same principle: the machine accelerates, the person authors.Human-in-the-loop is a design philosophy, not a compliance checkbox
More AI in production
Product velocity, without the rabbit holes
The full engagement: a startup's product partner, from Flutter delivery to the B2B pivot.
Read the story → AI Document IntelligenceThe AP department that reads its own mail
The same human-in-the-loop principle, applied to accounts payable.
Read the story → AI Document Intelligence2 of every 3 vendor documents, reconciled without a human
Where earned trust turns review into auto-approval — at 683k-document scale.
Read the story →Want AI in your product — without users feeling replaced?
The difference between an AI gimmick and an AI product is who holds the pen. We design for the second one.
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