The Committee Sees What It Knows: A Calibration Exercise for Venture Screening

1. Preserve the study's sample and stage boundaries

The source uses a choice-based conjoint design to investigate venture-screening decisions. Its abstract refers to 564 individual venture-capital investors, while the methods describe a final analytical sample of 229 investors and 5,954 decisions after exclusions. The final sample concentrates on later-stage, information-technology-related venture investors and explicitly excludes family offices, among other investor categories. The paper's conclusion also reports the 229-person analytical sample. A responsible application should retain this distinction rather than repeat a single sample count without context.

The findings concern the relative importance of screening criteria in hypothetical choices. They do not establish which investors make better deals or how preferences affect eventual returns. The family-office application is therefore a proposed learning exercise, not a validated transfer of the study's results to a different population.

2. Design a small, relevant case set

The venture lead should select several completed or fictionalized cases that resemble the office's actual stage and sector. Remove identifying details where feasible and avoid using confidential material without authorization. Each case should provide the same categories of information, while clearly marking unknown facts. Keep the exercise manageable enough that reviewers can explain their reasoning rather than skim a large volume of documents.

Include contrasts that matter to the office: a strong technical team with uncertain commercial evidence, a compelling growth narrative with weak economics, or a credible market with unresolved governance. These examples are proposed educational designs, not experimental findings. The purpose is to reveal what reviewers notice and what additional information they request, not to create an artificial competition over who selects a predetermined winner.

3. Collect independent assessments before discussion

Each reviewer should record an initial screening decision, reasons, decisive uncertainties, and the evidence that could change the decision. Ask them to distinguish a disqualifying condition from a weakness that could be offset by other strengths. The source notes that conjoint designs imply particular trade-offs, while real investors may use threshold or elimination rules. The office should make those differences explicit.

Do not reveal senior participants' assessments before others respond. Preserve initial judgments so that subsequent discussion does not erase disagreement. Record reviewers' relevant experience in broad, professional terms, but avoid using educational credentials as a proxy for ability. The study identifies associations between background and criterion emphasis; it does not justify stereotyping individuals or excluding people from decision-making roles.

4. Translate disagreement into missing questions

The facilitator should compare the reasons behind different assessments. One reviewer may emphasize technical differentiation, another scalability, and another management quality. Ask whether each concern is supported by evidence, whether the case omitted important information, and whether the office's mandate resolves the trade-off. A disagreement is valuable when it reveals an assumption that would otherwise remain hidden.

Build a shared question set from the exercise. For example, a claim about scalable distribution might require evidence of customer acquisition, delivery capacity, and retention; a team-quality judgment might require references and a discussion of decision rights. The questions should remain tailored to stage and sector. Do not turn the source's seven experimental criteria into an exhaustive diligence checklist that ignores valuation, intellectual property, or transaction terms.

5. Separate screening from authorization

A favorable screen should authorize further investigation, not commitment of capital. Define what must be learned before investment approval and who is accountable for each area. The source explicitly limits conclusions about final investment decisions. Maintaining that boundary prevents an intuitive first impression from becoming an unexamined endorsement.

Escalate cases when reviewers cannot explain their disagreement, when material information is unavailable, or when the screening process repeatedly overrides a stated mandate without recording why. These are proposed governance triggers. The committee should also examine whether its process systematically dismisses unfamiliar founders or business models for reasons unrelated to the evidence, while preserving legitimate risk and competence requirements.

6. Test whether calibration changes practice

After a pilot, compare the completeness of screening records, the quality of follow-up questions, time spent resolving disagreement, and consistency with the mandate. Revisit a subset of cases without identifying the original reviewer to assess whether the decision process has become more explainable. Actual investment outcomes will take longer and cannot be attributed to a short exercise without a stronger study design.

The protocol should be revised if participants learn only to imitate the most influential voice or if scoring replaces substantive reasoning. Its goal is a committee that can explain what it sees, what it misses, and what it needs to know next. This preserves the source's insight about heterogeneous attention while keeping responsibility for investment judgment with the family office's authorized human decision makers.

Source, attribution and limits

[1] Alexandra Moritz; Walter Diegel; Joern Block; Christian Fisch. VC investors’ venture screening: the role of the decision maker’s education and experience. Journal of Business Economics (2021-04-26). https://doi.org/10.1007/s11573-021-01042-z. CC BY 4.0.

Final sample excludes family offices and focuses on later-stage IT-related investors. Hypothetical conjoint choices omit some real-world criteria and information constraints. Abstract and methods use different sample counts; the analytical sample distinction is retained explicitly.

Prepared by the Family Office Private Wealth Journal editorial research desk with AI assistance at the direction of Dr. Freedom Cheteni. Original research authors retain full credit and are not authors or endorsers of this companion. This proposed process has not been evaluated in a new empirical study; no independent peer-review acceptance is claimed. This is educational analysis, not individualized investment, legal or tax advice.

Implementation record

Open the cited sources

1. [1] Alexandra Moritz; Walter Diegel; Joern Block; Christian Fisch. VC investors’ venture screening: the role of the decision maker’s education and experience. Journal of Business Economics (2021-04-26). ↗