Calculated Risk Barometer
Judge regulated bets by product risk, customer benefit, harm, and law
- Difficulty
- Advanced
- Time to result
- ~weeks to results
- Steps
- 5
- Confidence
- 94%
The Calculated Risk Barometer evaluates a regulated opportunity through four connected questions. First, assess the product itself: Hims treated non-addictive, non-controlled products as a lower-risk starting point. Second, establish the customer benefit, such as making a previously expensive treatment affordable and visible. Third, ask who is actually being hurt if the venture succeeds; this tests whether the claimed public benefit survives scrutiny. Fourth, learn the exact wording of every applicable law, especially where regulation differs by state. The output is not a claim that good intentions override regulation. It is a more precise execution decision in which product danger, access gains, potential harm, and jurisdiction-specific rules determine whether and how the venture proceeds.
Origin
Joe Spector explained the barometers Hims used when entering telemedicine and the state-law lesson he later carried into Dutch.
Core principles
- 01Every regulated venture involves calculated risk
- 02The product's inherent danger changes the acceptable risk
- 03Greater access and affordability strengthen the customer-benefit case
- 04A decision should identify who could actually be harmed
- 05Exact state-level wording can determine what execution is legal
How to run it
- 1
Classify product risk
Assess addiction potential, controlled status, and the severity of foreseeable misuse or side effects. Use the product's actual risk profile as the first boundary.
Pro tip Separate the danger of the product from the novelty of its distribution model.
Watch out A socially useful goal does not erase clinical or product risk.
- 2
Quantify the benefit
Explain how the proposed model changes access, affordability, or awareness for the customer. Compare the new experience with the practical barrier customers face today.
Pro tip Use concrete price or access differences where the evidence exists.
Watch out A vague promise of helping people is not a benefit analysis.
- 3
Run the harm question
Name every party who could be harmed by the proposed execution and how. Test whether the customer benefit remains compelling after those harms are considered.
Pro tip Frame the answer as if presenting it to a state board.
Watch out Do not define harm so narrowly that inconvenient stakeholders disappear.
- 4
Read every jurisdiction
Study the exact wording of the laws in each state or jurisdiction where the venture will operate. Record meaningful differences instead of assuming one national rule.
Pro tip Translate each legal difference into an explicit operating requirement.
Watch out Healthcare regulation at state level can make one compliant workflow illegal elsewhere.
- 5
Shape the execution
Proceed only through a model that respects the product boundary, produces the stated benefit, limits identified harm, and follows each jurisdiction's wording. Rework or reject the venture when those conditions cannot coexist.
Pro tip Revisit the barometer whenever the product, jurisdiction, or treatment model changes.
Watch out Knowing the rule is not the same as operationally complying with it.
In the wild
Hims considered that its products were not addictive or controlled, that generic treatment could cost only a few dollars compared with much higher branded-pill prices, and that wider awareness could bring more men into care. The team also examined telemedicine and prescribing rules state by state.
→ The company treated launch as a calculated regulatory risk tied to access, product characteristics, and exact legal wording.
Common mistakes
Treating good intent as permission
Believing a product helps customers does not remove the need to assess danger, harm, and legal constraints.
Assuming one national rule
State-level regulation can require materially different execution across jurisdictions.
Reading summaries instead of wording
A broad description of a regulation can miss the exact language that determines the permitted operating model.
Is it for you?
Best for
It is best for founders evaluating access-oriented products in healthcare or other industries governed differently across jurisdictions.
Not ideal for
It is not ideal as a substitute for qualified legal, clinical, or regulatory advice before execution.
From the transcript
“Everything is um calculated risk.”
“if we were in front of a state board like who's going to be upset that we made a bunch of guys hair grow at…”
“You have to know the exact wording of each state's laws, and knowing the wording can make a world of difference to how you're able…”
From the episode
Joe Spector on Building Hims, Dutch & the Future of Telemedicine