LOOP Framework Visualizer

Step 1: Outcome

Define what success looks like. Be specific about the measurable outcome you're optimizing for.

Problem Statement

Desired Outcome

Sample Problems

Step 2: Deconstruction

Break down the problem into 3-5 key components. Assign priority levels (H/M/L).

Step 3: Alternatives

Generate 3-5 solution approaches. Tag each as AI, Non-AI, or Hybrid.

Step 4: Trade-offs

Position alternatives on the 2x2 matrix. Drag points to adjust positions.

X-Axis

Y-Axis

Click an alternative below to select it, then click on the matrix to position it.

Step 5: Signals

Define success metrics, kill criteria, and leading indicators with thresholds.

Signal Name