Smarter matches.
Better outcomes.

We connect clients to the right therapist the first time — using AI that understands what people actually mean, not just the words they use.

Live match in progress

"I've been struggling with anxiety in social situations and panic attacks before leaving the house…"

Best Match Jessica Wu 97%
2. Mark Chen 71%
3. Elena Rodriguez 65%

40%

dropout rate from poor fit

<3s

to match a client

7

demo providers in the vault

NZ

data stays on-shore

Matching that actually works

Traditional directories rely on keyword search and self-selection. We use neural language models to understand the meaning behind what a client describes.

Instant results

Clients get ranked matches in under three seconds. No long intake forms, no waiting list to be sorted manually by admin staff.

Semantic AI — not keywords

Our model understands that "I feel so down" relates to grief or depression — matching by meaning, not just word overlap.

Private & on-shore

All data is processed and stored in New Zealand. No client information is shared with overseas cloud providers.

Cultural & identity-aware

Clients can filter by gender, cultural background, religion, and LGBTQ+ affirmation — preferences that matter deeply in therapeutic relationships.

Integrated booking

Match leads directly into a booking flow. Providers manage their own availability; clients book in real time without picking up the phone.

API or white-label

Deploy as a standalone portal or embed directly into your existing practice website via our REST API and JavaScript widget.

How it works

1
Practice onboards

Each therapist logs into their provider portal and builds a rich profile: specialisations, approach, cultural background, languages, and availability.

2
Client describes their need

A simple guided questionnaire captures logistics, preferences, and — most importantly — a natural description of what the client is going through in their own words.

3
AI finds the best fit

Semantic similarity matches the client's description against all provider profiles. The top three matches are presented, ranked by relevance — and the client books instantly.

Experience the Guided Match demo

Walk through the full client journey — describe a scenario, get matched by AI, and book a session with a therapist.

Launch the Demo