Technology for Social Good

Every 10 paid beds will fund 1 donated license. Every prevented fall we expect to save a life. Every hour we expect to save will empower caregivers to care.

Our Impact Thesis

Predict → Respond → Prove creates measurable social value while building sustainable business impact

Expected Impact

Projected outcomes we expect from deployments across Hong Kong's residential care ecosystem

Expected Impact Seats Deployed

Expected Reduction in Severe Falls

0hrs

Expected Admin Hours Saved Weekly

HK$0

Expected Cost Avoided Per Hip Fracture

Impact Seats Model

Our 10:1 Impact Seats model will ensure that technology-driven safety becomes accessible to all, not just those who can afford it. For every 10 paid beds, we expect to donate 1 full-feature license to NGO and subvented homes.

Transparent Allocation

Public Impact Dashboard with tamper-evident hashes will show real-time deployment and utilization

Self-Sustaining Growth

As revenue scales, we expect the equity pool to grow linearly, creating an evergreen funding mechanism

Governance Oversight

Social Impact Advisory Committee will ensure ethical allocation and impact measurement

Expected Commitment

≥65% of surplus expected to be reinvested into Impact Seats, training programs, and R&D for social benefit

Expected Impact Economics

Example: 80-bed NGO Home

80 paid beds → 8 Impact Seats expected to be donated

Expected Social Return on Investment

Expected hip fracture cost avoided:HK$81,120

Expected admin time saved (monthly):HK$4,800

Expected Benefit-Cost Ratio:>3:1

UN SDG Alignment

Our technology is expected to contribute to multiple Sustainable Development Goals with measurable indicators

Good Health & Well-Being

Reducing preventable injuries and improving access to quality elder care

Key Metrics:

Fall/near-fall per 1,000 bed-days

Median Time-to-Assist

Severe injury rate

Decent Work & Economic Growth

Enhancing productivity through digitalization and safer working conditions

Key Metrics:

8-12 admin hours saved weekly

Staff retention improvement

Training completion rates

Reduced Inequalities

Promoting inclusion of older adults through our 10:1 Impact Seats model

Key Metrics:

Impact Seats delivered

NGO bed coverage

Family satisfaction scores

Impact Roadmap

Our expected phased approach to creating systematic change in Hong Kong's aged care sector

Foundation & Pilot Impact

Short-term (0-12 months)

Expected 25-40% reduction in Time-to-Assist

Expected 15-25% fewer severe fall events

Expected 8-12 admin hours saved per week

Expected ≥250 Impact Seats deployed

Scale & Systematic Change

Medium-term (1-3 years)

Expected 3,500-10,000 beds under protection

Expected 20-35% sustained fall reduction

Expected 15% improvement in staff retention

Expected 15-25% NGO bed coverage

Systemic Transformation

Long-term (3-5 years)

Expected territory-wide compliance standards

Expected 50-70% reduction in inspection prep time

Expected self-funding equity pool at scale

Expected public policy complementarity

Verification & Accountability

Expected transparent reporting with tamper-evident verification to ensure every claim is backed by evidence

Expected Public Reporting

Expected Impact Seats funded, deployed, and utilization rates

Expected median Time-to-Assist and fall reduction metrics

Expected admin hours saved and training completions

Expected privacy incident tracking (target: 0)

Expected Verification Methods

Expected monthly SHA-256 hash verification of all published data

Expected Difference-in-Difference evaluation with university partners

Expected annual external evaluation with public methods summary

Expected Social Impact Advisory Committee oversight

View Live Impact Dashboard