From the business
Context, a task owner, the intended outcome and available baseline measures. Agree data, permissions and test resources separately.
FOR FOUNDERS AND LEADERS
We will clarify your challenge, identify the expertise needed and agree a test. A business description and intended change are enough for the first conversation.
Bring a business challenge →Context, a task owner, the intended outcome and available baseline measures. Agree data, permissions and test resources separately.
We clarify the constraint, frame a hypothesis, identify skills, design a comparison and review the result. We decide the next step together.
We discuss the context without confidential data. The output is a question and a task owner.
We record the baseline metrics, intended change and alternative explanations.
We define the skills, comparison, metric, timeline, budget and stopping rules.
We run a bounded experiment and observe errors and the cost of oversight.
We review the evidence to decide whether to scale, refine or stop. A negative result can also help avoid unnecessary spending.
Within the agreed scope: a problem map, hypothesis brief, test plan, observations and next-step decision. Implementation, integrations and support require an agreed scope. Revenue growth is not guaranteed.
You review the message and send it in WhatsApp yourself. We will clarify the challenge and suggest a suitable format, agreeing scope, price and timing before starting.
A description is enough for an initial conversation. Available measures help shape a test; working-data transfer requires a separate agreement.
Yes. Start with the problem and a useful change. A simpler solution can also be a well-supported outcome.
Agree timing after defining the boundaries. A limited test and a business pilot have different scopes; a deadline does not replace outcome criteria.