← The Research Station ~ dish 08 of 10 · the research station

Hypothesis Testing Support

When the leadership team forms a strategic hypothesis, the station builds the case for and against. Sourced and structured. The station doesn't accept the hypothesis. The station clarifies it for the Chef. This is sparring partner work. Don't trust the station's verdict. Use the structure, write your own conclusion.

The job

A strategic hypothesis enters the conversation. “Should we expand into the adjacent market.” “Is our positioning still differentiated.” “Where’s the next constraint.” The leadership team has a gut feeling about the answer. The station’s job is to surface the evidence for and against so the Chef can decide with better information.

When the station runs this dish well, 48 hours after the hypothesis is named, the Chef gets a memo. Here’s the case for the hypothesis. Here’s the case against. Here’s what’s uncertain. Here’s what you’d need to know to be confident. The Chef reads it and thinks clearer about the decision.

The difference between hypothesis testing that sharpens thinking and hypothesis testing that’s just theater is the rigor of structure. A memo that lists facts without connecting them to the hypothesis is busy work. A memo that says “here’s the evidence for expansion and here’s the evidence that contradicts it” is a thinking partner.

The recipe

All seven ingredients still apply. The leverage on this dish isn’t a single recipe ingredient. It’s the Four D’s stance. This dish stays in DIALING (or DECIDING) on the Four D’s. The station structures the argument. The Chef reads and decides. Don’t accept the station’s conclusion. Use the structure.

Context matters. The station knows your business model, your market, your constraints. Examples matter. Show the station a hypothesis memo you’ve written and would reference when making a decision. Structure matters. The memo should have case for, case against, uncertainties, and what you’d need to know.

How to build it

  1. Define the hypotheses your business regularly tests. Expansions. Market positioning. Build vs. partner vs. acquire decisions. Product strategy questions. List the ones that actually come up.
  2. Define the information sources that matter for each hypothesis. Customer data. Competitor analysis. Financial projections. Market research. Internal data. Be specific about what information shapes your thinking.
  3. Define your memo format. Hypothesis (one sentence). Case for (three to five points, sourced). Case against (three to five points, sourced). Uncertainties (what’s unclear). What you’d need to know (what would move the decision). That’s it.
  4. Pull one hypothesis memo you’ve written and referenced when making a real decision. This is your standard.
  5. Test on a mock run. Give the station a hypothesis the team has been debating. It structures the case for and against. You read it. Does the structure clarify the decision. Does it surface points you hadn’t considered. Are the sources credible.
  6. Go live. When a strategic hypothesis is named, ask the station for the memo. Read it. Don’t trust the station’s framing. Use the structure to think clearer. When you decide, tell the station what actually moved your thinking. That teaches.

What breaks it

  • Case for and case against are unbalanced. The memo makes a strong case for the hypothesis and a weak case against. The Chef reads it and feels manipulated. Always build both cases with equal rigor. If you can’t build a strong case against your own hypothesis, you haven’t tested it yet.
  • Points are unsourced. The memo says “customers want feature X” without citing which customers, which data, which source. The Chef can’t evaluate the evidence because they don’t know where it comes from. Every point needs a source.
  • Uncertainties are buried. The memo lists facts but hides the assumptions that make those facts true. “If customer adoption is 15 percent, the hypothesis is true.” If adoption is 5 percent, it’s false. Name the assumptions explicitly.
  • The memo decides instead of clarifies. The station concludes “we should expand” instead of “here’s what would make expansion possible.” The Chef didn’t get to decide. The station decided. Always position the memo as input to the Chef’s decision, not the decision itself.
  • The Chef’s decision never comes back. The Chef reads the memo and decides to move forward or stop. The Chef never tells the station what moved the decision. Next memo has the same gaps because the feedback died.

When it’s working

At week four, when a strategic hypothesis is named, the Chef asks the station for the memo. The station returns it in 48 hours. The Chef reads it and thinks clearer about the decision. The case for and the case against both have credible sources. The uncertainties are named. The Chef decides with higher confidence.

The signal that the recipe is sharp: the Chef references the memo when explaining the decision to the team, not as the decision itself but as the structure that clarified thinking.

Monday Move

Define the hypotheses your business regularly tests. Define the sources that matter for each. Create your memo format. Pull one hypothesis memo you’ve written and would reference when deciding. The station is running on Monday.

Dish 8 of 10 on the Research Station. Build-note leverage: Four D’s stance (DIALING).