Lendi: observe the journey, test earlier value, then tailor the experience

Lendi: observe the journey, test earlier value, then tailor the experience A workflow diagram generated by Archify. 01 / Learn 02 / Run the experiment 03 / Alternative and next step Review journey · Own walkthrough · Learn Review journey Own walkthrough PostHog · Paths, clicks, drop-off · Learn PostHog Paths, clicks, drop-off Hypothesis · Useful answers earlier · Learn Hypothesis Useful answers earlier Assign variant · 50/50; retain variant · Run the experiment Assign variant 50/50; retain variant A: current · Existing questionnaire · Run the experiment A: current Existing questionnaire Compare · Qualified calls · Run the experiment Compare Qualified calls Decide · Stop, iterate or scale · Run the experiment Decide Stop, iterate or scale B: calculator · Estimate before contact · Alternative and next step B: calculator Estimate before contact Tailor by goal · Visitor-selected goals · Alternative and next step Tailor by goal Visitor-selected goals A B Validate friction Same metric If supported Pre-register test Effect + guardrails Same metric Instrument Legend User UI Agent logic Policy Context / trace External system

Working hypothesis, not a finding

  • • Earlier estimates may help suitable borrowers continue.
  • • Proposed workflow: PostHog is not installed; no test has run.

Judge useful conversations

  • • Qualified attended consultations per exposed visitor within 14 days.
  • • Keep loan inputs and contact details out of analytics events.