Building Age-Tech Solutions That Actually Work
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Expert gerontology guidance so your product is built, tested, and positioned with real older adults in mind
PhD, Gerontology & Leadership · NAPG-Certified Gerontologist
Published in Innovation in Aging (Oxford, 2025)
We help age-tech teams build products older adults actually use and trust.
73M
Americans will be 65 or older by 2030.
The age-tech market isn't coming. It's already here, and the organizations that build with older adults will lead it.
The Dignity-Centered AI Evaluation Framework
Proprietary framework developed by Dr. Melissa Mansfield
Built from PhD-level gerontology research and fifteen years of direct practice, DCAEF anchors every GTG engagement. It's the difference between technology that passes a checklist and technology that works for the people it serves.
DCAEF in Action: P.A.L.S.â„¢
Supportive Technology │ Home-Based Aging-in-Place │ Score: 88/100 • Exemplary
P.A.L.S.â„¢ uses LiDAR and on-device processing to detect falls and pet-related trip hazards while preserving privacy, with the older adult as the primary agent. Its 88/100 DCAEF score shows what becomes possible when gerontology drives development from day one.
What a DCAEF Evaluation Delivers
Written Report
A detailed evaluation of your product across all six pillars with specific, actionable findings
Three Ways to Work With Us
We bring the gerontology expertise that turns good ideas into products older adults will actually use and trust.
Three founding slots at $900, then $1,500
The DCAEF Snapshot is new to market, and the first three organizations get it at a founding rate in exchange for something we value: permission to publish the engagement as a named case study, with a quotable outcome. You get an independent dignity-centered evaluation at 40% off. We get proof. That trade is stated plainly because that is how we work.
DCAEF Snapshot
The fastest way to see your product through your users' eyes
WHAT'S INCLUDED
- Your product scored against all six DCAEF pillars
- Written scorecard, 4–6 pages, with the reasoning behind every score
- 60-minute readout call with Dr. Mansfield
- The three highest-impact changes, prioritized
- Two weeks of email follow-up
OFFER 02
Full DCAEF Evaluation & Aging-Readiness Audit
The complete, defensible evaluation
WHAT'S INCLUDED
- Full product review through the complete DCAEF methodology
- UI/UX and accessibility evaluation for older adults
- Cognitive load analysis
- Ethical AI compliance review, aligned to NIST, EU AI Act, WHO, and AGE-WELL guidance
- Formal audit report with scored findings and prioritized recommendations
- Shareable evaluation summary for partners and investors
Strategic Advisory Retainer
For teams that want gerontology expertise embedded, not visiting
WHAT'S INCLUDED
- Monthly strategic advisory calls
- On-demand consultation between calls
- Review of product and marketing materials
- Representation in stakeholder and partner meetings
- Embedded dignity-centered expertise across your roadmap