service / GVI

Recommendations are where research becomes judgment.

The client recommendation lab is the uncomfortable middle: choosing what matters, naming trade-offs, and writing a point of view a business audience could accept or reject.

Synthesis

Students decide what to leave out. A 40-slide dump is not a recommendation.

Stakeholders

The advice has to survive constraints, politics, and implementation friction.

Tone

The output should sound like a memo to a client, not like a book report.

The job of this lab

Module four in the brochure is “putting it all together” with synthesis, client communication, and stakeholder management. The lab isolates that job so students who are good at collecting facts still have to make a call.

Compare drafts with model solutions from the coaching team, then revise. Comparison is how students see professional structure without copying sentences.

A recommendation that can be followed

Lead with the answer. Show the two or three evidence points that force the answer. Show the option you rejected and why. Name risks and the first actions. Stop talking. The presentation-structure article and the client-recommendation insight exist because students love to start with a history of the industry instead.

Common failure modes

A recommendation that is actually three unrelated ideas. A recommendation that requires a budget the brief forbade. A recommendation that would be true of any company. A recommendation with no owner. Mentors should fail these kindly and early.

How tracks change the lab without changing the standard

Consulting wants issue trees and a decision. Finance wants the number and the sensitivity. Marketing wants the customer and the trade-off. Data wants the claim and the caveat. Entrepreneurship wants the next experiment. Same lab, different questions.

Constraints make the lab real

Give the student a budget they cannot exceed, a timeline, a data limit (public only), and a stakeholder who hates the obvious idea. Unconstrained labs produce generic growth advice. Constrained labs produce internships. Mentors should add a constraint if the first draft could apply to any company in the category.

Tracks change the constraint flavor: consulting cares about decision rights; finance about assumption range; marketing about a segment; data about sample limits; entrepreneurship about the next experiment’s cost.

Skeleton decks before decoration

Ten sentence titles, no charts. If the argument fails in sentences, charts will not save it. Only then add the two exhibits that force the choice. Lab time spent on theme packs is a stall. Mentors can mark a skeleton. They cannot mark a mood.

Add the constraint on the title slide so it cannot be forgotten: public data only, no new budget, ninety days, one city. Students quietly drop constraints when they get in the way. The lab exists to keep the constraint in the way. That is how recommendations become professional.

Compare with a model solution’s restraint, then close it. If your skeleton has twice the slides, you have not synthesized. Cut until a skeptic could follow it on a phone.

Continue

Keep exploring GVI.

Each page covers a different part of the remote internship pathway so families can compare structure, work, and evidence.