Start with the task. Follow the evidence.
A team changes a policy. The wiki is updated, but an old instruction survives in a conversation or saved context. The agent follows it. Someone corrects the answer, runs the task again and pays for the extra work.
Capyba makes that relationship visible: inspect the sources, prepare relevant context, test the correction and keep it only if the result justifies the cost.
Built from experience with products that depend on integrations.
Janani brings product experience across payments and enterprise software, including direct UPI acquiring work at Adyen and enterprise product work at Terminal 3.
Her focus is a useful, measurable result for the person doing the work, with the source meaning and operational detail preserved.
Make the evidence easy to examine.
Capyba is launching soon. The team reports 17% savings in local testing. The evidence page keeps this local result separate from general savings promises and describes the measurement scope.
See what has been measured