The AMPED Lifecycle: Balancing Speed, Quality, and Value

The AMPED (Analytics, Marketing, Product, Engineering, Design) lifecycle is a system designed to ensure that product development is a "virtuous cycle" of improvement. It moves beyond simple "shipping" to track exactly how long value takes to reach the customer and whether that value meets a binary standard of excellence.

The P-Gate Workflow

Categorize every project as Small (under 1 month), Medium, or Large. Track the time spent in each of the following phases:

1. P-Strat (Strategy): The initial concept pitch. Align the project with the annual strategy white paper and define the "Chess Move" (how this makes the product better relative to competitors).
2. P0 (Problem Definition): A one-page spec focused strictly on the user pain point and the metric to be moved.
3. P1 (Solution Definition): The technical and design specification of the product to be built.
4. P2 (Value Validation): Post-ship analysis. This phase is only complete when the original target metric from P0 is measured and moved.

Operationalizing Velocity and Quality

1. Velocity Benchmarking (The "Golf" Method)

Treat velocity as a game of golf—compete only against your own past performance.

• Collect Cycle Data: Record the duration of each P-gate across all 50+ feature teams.
• Calculate Medians: Establish the median time for a "Small" project to move from P0 to P1.
• Identify Roadblocks: If a team exceeds the median, leadership should not penalize them but instead "raise a hand" to remove technical or organizational blockers (e.g., dependency issues, lack of design resources).