Validation of Assumptions

To ensure the success of Lumen, we have identified and tested a set of key assumptions through structured experiments. These assumptions represent the biggest risks and opportunities for our platform: focusing on user adoption, feedback clarity, and workflow efficiency. Below is a diagram showing our approach.

Define Assumptions

Design & Run Experiments

Measure & Analyse Results

Iterate & Improve

Click on the toggles below and learn about each experiment conducted to validate our assumptions…

F

A

S

T

Research & Development Framework

AI-Guided Feedback Clarity Assessment

vs

Lumen AI vs Expert Feedback Turing Test

Optimal Feedback Format for Freelancers

Client Platform Transition Test

Price Sensitivity Test

Snapshots from Experiments