The same Members and 7 service projects can be seen through three completely different lenses. Once the data is well organized, AI can help us analyze from multiple angles.
Three completely different directions of analysis. With the same group of people and the same set of data, different lenses reveal different insights. We selected three clearly complementary frameworks:
First, a single diagram to quickly view the Club's overall impact chain. The three frameworks below expand on it from different angles.
This draws on the methodology that Vicky Lee has practiced for many years within the Lxuetang companionship system. The Companionship Card breaks the talent life cycle of a co-creating organization into five stages: first see whether values are aligned (Welcoming In), then learn and consolidate together (Co-Learning), then put it into practice (Doing), then entrust mature members with institutional roles (Granting Roles), and finally let the impact spread outward (Spreading). Applying this method to the Club's Members reveals each person's current stage position, who spans multiple stages, and who plays the key roles that keep the system running.
The lens is "people": rather than looking at what was done, first look at who plays what role within this system.
The Club's most distinctive positioning is "Service Above Self through one's profession." Beyond contributing time and money, it converts each Member's professional expertise into concrete public value. The lens is "value": what expertise, brought to what issue, becomes what contribution that society can see.
The combination of resource sources for the 7 projects, with 4 complementary tiers.
Adopting the methodology of Maximise Your Impact: A Guide for Social Entrepreneurs, this breaks social impact assessment into four stages of "Plan → Do → Assess → Revise," advancing in a cycle. The lens is "potential": where the assessment process currently stands, where the next round can be more precise, and what room the Club still has to make a difference.
Once the data foundation is built, AI can also analyze from the following angles. These will be added progressively as the completeness of the data improves. This embodies the spirit that "once the data is well collected, multi-framework evaluation becomes possible."
This report v1.0 is an SROI-ready foundation: first building out an impact structure that is "trackable, verifiable, and negotiable." v2.0 (the full edition, 2026.06) will add monetization calculations and more analysis frameworks.
In the words of Vincent, lead author of the Club's report.