Web Application - AI Matching - Marketplace Development
KindMatch
A caregiving marketplace where matching is the product, not a feature
A caregiving marketplace that connects families with verified caregivers through AI-powered matching, transparent pricing and flexible booking, built as a responsive web platform.
Services
- Web Application Development
- AI Automation
- Marketplace Development
- UI/UX
- Client
- KindMatch
- Year
- 2025
- Outcome area
- Automate & Scale
- Delivered by
- AMFLX in-house team
What we delivered
- Marketplace architecture for families and caregivers
- AI-powered matching logic
- Caregiver verification workflow
- Transparent pricing and booking flow
- Responsive web design across devices
Finding the right caregiver is a trust problem before it's a search problem.
Matching a family with a caregiver is not a simple keyword search — it depends on trust, verification and fit, and a marketplace that treats it like any other listings site loses on the one thing that actually matters.
The platform needed to make verification and pricing transparent from the first screen, while still making the matching itself feel effortless rather than like filling out a long form.
Let AI narrow the field; let the family make the decision.
We used AI-powered matching to do the heavy lifting of narrowing a large pool of caregivers down to a relevant, well-fit shortlist, while keeping the final choice a transparent, human decision.
Verification and pricing were treated as first-class parts of the product experience, not fine print — because in caregiving, trust signals are the actual conversion driver.
AI narrows, people decide
Matching logic surfaces relevant caregivers; the family makes the final call.
Trust as a feature
Verification and transparent pricing built into the core experience.
Flexible by default
Booking built around real family schedules, not rigid slots.
A marketplace built around matching, verification and booking.
We built a responsive web platform in React with AI-powered matching at its core, connecting families with verified caregivers based on need, availability and fit.
Transparent pricing and a flexible booking flow were built directly into the marketplace, so a family can go from search to a confirmed booking without leaving the platform or guessing at cost.
- AI-powered caregiver matching
- Caregiver verification built into onboarding
- Transparent, upfront pricing
- Flexible booking for real family schedules
A marketplace families can actually trust to match them well.
Families now search, get matched and book verified caregivers through one platform, with pricing and verification visible from the start rather than surfaced late in the process.
Because matching is AI-assisted rather than manual, the marketplace can scale its caregiver pool without matching quality degrading.
- AI-powered matching marketplace delivered and live
- Caregiver verification workflow built into onboarding
- Transparent pricing shown throughout the booking flow
- Responsive platform usable across devices
Let's make some noise.
Tell us what you're building. We'll figure out where to take it.
We reply to every brief within three working days