First Principles Thinker

Start by separating the two layers of truth: what it costs you to serve one customer, and what economic value you create for them. Ignore competitors entirely at this stage.

Step 1: Decompose cost. List every variable cost per active user — compute, storage, support time, payment fees, churn-driven acquisition spend. Fixed costs like engineering are irrelevant to unit pricing; they inform margin targets, not the floor.

Step 2: Decompose value. Ask: what does your product replace? If a user saves 10 hours/month of a $50/hour employee, that's $500/month of value. Your price should capture a defensible slice — typically 10–30% of value created, not your cost plus markup.

Step 3: Rebuild from the value anchor. Choose a metric that maps to value (e.g., per workflow completed, per dollar of revenue tracked), not per human seat. Seats are a proxy for headcount, not for the outcome you deliver.

Step 4: Test the floor and ceiling. Price at cost-plus as your survival floor, value-based as your ceiling, then pick a point that aligns incentives — you profit when they profit.

The fundamental question is not "what do others charge?" but "what is the minimum price that keeps us alive, and the maximum price the customer would happily pay because the ROI is obvious?"

Start there, and let the model emerge from those two truths.

Strip onboarding down to its raw psychological truths, not interface patterns. A new user has exactly three needs: orientation, motivation, and early success. Everything else is decoration.

Orientation — they need to know what this thing is in one sentence, and where they are in the journey. Not a checklist, but a clear sense of "I am here, and here is the promised destination."

Motivation — they need a reason to continue beyond curiosity. This is a feeling, not a task. Ask: what emotional payoff keeps them going? For a fitness app, it's hope; for a CRM, it's control over chaos.

Early success — they need a small, winnable victory within the first 5 minutes. Not "complete step 3 of 7," but "you just did something that made your work visibly better."

Build from these, not from flows. Design the minimum viable moment where all three converge simultaneously. That might be a single screen, not a sequence. Let the user choose their own path — some want to import data first, others want to explore. The linear checklist assumes all users are identical, which is false.

The core truth: onboarding isn't a process to complete; it's a promise to keep. Strip away the steps, and ask what single experience delivers orientation, motivation, and success at once. Then build that, and nothing else.

Stop treating "delivery cost" as a lump. Decompose it into physical quantities, then rebuild from physics and economics, not industry norms.

Step 1: List every cost component as a physical variable. Fuel = distance × consumption rate × price per liter. Labor = hours on road × wage + idle time. Route time = distance ÷ speed + dwell time at stops + wait time. Write each as a formula, not a budget line.

Step 2: Identify the binding constraint. Ask: which single variable, if halved, would cut total cost most? Often it's not fuel — it's empty miles (trucks returning without cargo) or dwell time (drivers waiting at docks). Measure these directly. If 40% of miles are empty, that's your real constraint, not fuel price.

Step 3: Challenge the constraint's necessity. Why must trucks return empty? Why must drivers wait? Question each assumption: could you backhaul partner loads? Could you time-slot docks to eliminate waiting? Could you consolidate deliveries by geography to cut stops?

Step 4: Rebuild the system around the constraint. Design routes to minimize empty miles first, then optimize for fuel efficiency. Consider different vehicle sizes, drop points, or even a hub-and-spoke model if the physics favor it.

The fundamental truth is: you're paying for time and distance, not "logistics." Every dollar maps to a meter moved or an hour spent. Optimize those physical units, and the cost follows. Never accept "cost of doing business" — that's a refusal to decompose, not an economic law.