In this guide
Worked example

Three views of the same growth decision

Follow recurring performance from the executive scorecard to Marketing and operating decisions.

Fictional teaching example. All circumstances, amounts, and thresholds are illustrative, not company results or benchmarks.

A SaaS company starts the year at $20M ARR and targets $30M at year-end. Weekly operating reports flag weakening click-through, inquiry conversion, and customer fit. Marketing investigates the developing pipeline shortfall and proposes a segment test; the Executive View brings that proposal together with the growth outlook and resource constraints.

Leadership is testing marketing to a smaller customer segment across two channels as one response to the growth gap. The recurring scorecards remain visible at every level. The test is a focused investigation within them.

Before any test begins, agree what success means, how long you will observe it, and what limits you will respect. Choose the primary outcome, interim signals, and guardrails before seeing results. Otherwise, it is too easy to select whichever number improved and call the test a success. This example uses a six-week acquisition period and a longer commercial follow-up; it is a business pilot, not a randomized experiment establishing channel lift.

Test brief agreed before launch

Item Fictional agreement
Hypothesis The smaller segment can produce paying customers with the existing product and manageable delivery effort
Acquisition period July 1–August 11, 2026; paid campaigns and community outreach
Primary success criterion At least 6 customers purchase within 90 days of each customer's evaluation start; final cohort review November 9
Commercial guardrails At least $300K contracted recurring annual value; no more than $60K program spend; no more than one engineering sprint of shared improvements; no customer-specific feature commitments; current activation capacity of 4 customers/month
Interim checkpoint 12 qualified evaluations by August 11; inspect buyer fit and progression. This checkpoint alone does not establish success
Decision rule Expand only after the commercial criterion and guardrails are met and delivery economics support it. Hold or stop when evidence fails the criteria; do not reset targets after seeing results

How the views connect

Operators monitor response, conversion, and fit continuously. Marketing combines those findings with progression and Sales feedback. The Executive View connects the resulting recommendations to growth, economics, and market conditions. The pilot is one bounded response, with success defined before launch.

Adapt this: Choose periods and qualification evidence that match your sales motion. Keep shared definitions consistent, and separate recurring reporting from time-bound investigations.

Inspect the fictional example assumptions