Social Impact Technology Scorecard: Is your tool built to appreciate or depreciate?
The social impact technology scorecard evaluates your platform's health across six core dimensions that we've observed in action.
.png)
Most social impact platforms launch strong… and quietly decline. Not because the mission is weak. Not because the team doesn’t care. Most often, we've see platforms fail - or be slotted for the eventual "rebuild" - because the product was designed and governed more for a launch than for learning from its users over time.
The Social Impact Technology Scorecard is a simple diagnostic tool inside our 2026 report When Social Impact Technology Fails. It helps workforce leaders, funders, and product teams answer one hard question:
Is your platform designed for depreciation, or appreciation over time?
What is the Social Impact Technology Scorecard?
Your platform's health is evaluated on six core dimensions of workforce and social impact technology:
- Budget strategy
- Staff capacity
- Data hygiene
- User journey
- User experience
- Artificial intelligence integration
Each category is scored on a 1–5 scale:
- 1 = depreciating
- 3 = treadmill
- 5 = appreciating
If your total score falls below 25, you may be in a depreciation cycle.
Why workforce platforms depreciate
Excellent product requirements and techniques from commercial tools aren't enough when trying to drive transformational change for users.
After building tools designed to connect people to opportunities since 2018, we’ve seen consistent patterns in how tools degrade, fast. Rarely do we find that the theory of change was what's broken. Mostly, we see project structures hamstringing a tool's ability to allocate most of its resource to reacting to its user base's legitimate needs and friction. Three other hallmarks stick out to us as well: A lack of product-led growth expertise + A lack of behavioral design methodology + A lack of awareness about expected costs. As organizations continue to do the real work of connecting people and opportunities, we believe it is crucial that their online tools avoid being in the way of their staff's workflows or their users' aspirations.
We dive deep into this analysis in our When Social Impact Technology Fails (2026) report. We discuss more about how organzations need not expect rising costs and declining efficacy. We address what product lessons are worth learning, especially within the turbulence and context of increasibly capable AI. There are techniques for building tools that appreciate in value, and it's not more expensive.
(👉 Learn more about the report - Coming soon!)