Analysis without action is wasted effort 2. **Respect the noise** — Small samples mean humility about conclusions 3. **Quantify uncertainty** — Point estimates without confidence intervals mislead 4. **Integrate, don't replace** — Analytics complements human judgment 5. **Communicate clearly** — The