Method

Functional-fit labels before product recommendations.

ABCElder is designed around explainable fit: what works, what needs support, what needs adaptation, and what should be excluded for a given older-adult context.

Functional profile first

ABCElder starts with mobility, memory, vision, dexterity, routines, support network, home setup, budget, location, and digital comfort.

Explain exclusions before recommendations

The most important output is often what is strictly not suitable and why: travel burden, fall risk, setup burden, small text, fraud exposure, or missing caregiver support.

Pilot labels, not certification

Current labels are prototype/pilot outputs. Future certification requires expert review, user testing, partner evidence, and a transparent methodology.

Decision logic

How a fit label is formed

The label is only credible if each recommendation carries a reason, a support condition, or an exclusion rationale that a family and partner can inspect.

1
Profile
2
Barriers
3
Support needs
4
Fit status
5
Explanation
6
Review loop

A little guidance for using the pilot

ABCElder helps you organise everyday choices and prepare questions for care professionals. We're learning through the pilot; clinical validation and certification are still ahead. Please make health and safety decisions with a qualified professional.

Contact