Three generations of unspoken things, sitting in the room with you. We help you see them.

One humanlike agent · across one lifetime.

NeuroMate develops iLegacyMate, iLightMate, and iStarMate — three forms of one humanlike AI agent, present across the past, the present, and the future of a single life, built on a single intelligence layer we call NeuroGraph OS.

Explore the products For partners

Vision

Unlimited approach to the human soul.

Not a tool. Not an assistant. An agent — one humanlike intelligence that learns who you are, sees what you cannot see, and walks with you across a lifetime.

AI shouldn't replace human thinking. It should help us understand ourselves.

Three values we hold

01 · Space

Room enough for every story — for ambiguity, for what cannot yet be said.

02 · Possibility

A working belief that change can happen, even when patterns feel inherited and fixed.

03 · Choice

Agency, returned. Every life decision belongs to the person living it.

Products

One agent. Three forms. One lifetime.

The same humanlike agent meets you in different ways across one life — keeping the past visible, the present held, and the future possible. Three products. Same agent. Same memory of you.

Each product shares user identity, design language, and the same NeuroGraph OS data layer. Once iStarMate launches in 2026, the three together are designed to form one of the only cross-generational (13–70+) structured family-system data pools we are aware of.

Past · Origin In development

iLegacyMate

What only she remembers · before it is gone. iLegacyMate sits beside her and listens — for her, and for you.

For elders 55+ and the families around them
AI-assisted oral family history into a structured 24-step family map
Digital-persona archiving for after-life continuity
Reflection prompts inspired by reminiscence research · for personal memory engagement · not a clinical or medical service

Audiences · Senior care · Memorial-service partners · Life-insurance partners (in development) · Foundations and elder-care programmes

Present · Presence Live · iOS & Web

iLightMate

The patterns you were born into · made visible · so you can choose differently. For adults 18+.

For adults 18+ — consumer self-exploration tool
Six AI guides across three reflection styles — supportive, structured, and contemplative
MindField: AI-generated reflections on your family map · users diagram relationships and the AI surfaces patterns using a methodology curated by our Cognition Science Council. AI-generated, not clinical analysis.
Used both direct-to-consumer and by non-clinical practitioners who run their practice on it under their own brand

Audiences · Non-clinical practitioners (family-systems facilitators) · Direct consumer · Wellness platforms

Visit iLightMate.ai

Future · Horizon Live · MVP

iStarMate

Where 16–18 students go from problem to working app, with their parents in the room. MVP live since February 2026 · three apps shipped from the first cohort.

First MVP cohort (February 2026) shipped three working apps
Five-stage AI-guided journey from problem to pitch
Auto-generated portfolios, parent reports, and class analytics
Top participants invited to NeuroMate's wider founder community at graduation
Clear age-of-majority agreement before any post-18 continuation

Audiences · International schools · Private K–12 · Foundations and youth-development partners · Families seeking entrepreneurship pathways

How iLightMate grows

Practitioners are the engine.

iLightMate is also a workspace for non-clinical practitioners — family-systems facilitators, coaches, and HR / L&D leads — who run their practice on it under their own brand and bring their own clients. (Not a clinical, therapeutic, or counselling service.)

Each practitioner white-labels the experience and shares in every upgrade. A self-propagating channel: trusted distribution at near-zero acquisition cost. Practitioners are already running client books on iLightMate today.

Platform

One humanlike agent · six faces · one lifetime.

NeuroMate is one agent — not a chatbot, not a productivity assistant. NeuroGraph OS is its mind; iLegacyMate, iLightMate, and iStarMate are how it stays present across your past, your present, and your future.

Where general-purpose AI treats a conversation as a sequence of tokens, NeuroGraph OS treats it as a graph of people, generations, and the patterns that travel between them.

Six guides, one agent. Three reflection styles, one continuous thread — not separate apps, but expressions of one humanlike intelligence.
Genogram-native data structure. Family-tree primitives, not free-text, are the unit of reasoning.
Knowledge-asset pool. Tens of thousands of curated practice notes from decades of systemic family work, with formal de-identification before incorporation, inform the engine.

Science

A methodology with a professional lineage, not just a model with a prompt.

The NeuroMate Cognition Science Council represents more than 60 years of combined applied practice and professional training. Decades of work — through training programmes, books, and broadcast media — are encoded into NeuroGraph OS as a non-replicable training advantage.

Chair · Chief Cognition Scientist

Dr. CHENG LAPFUNG

Relational Dynamics

30 years of systemic family work. Curator of a 15,000-case practice-pattern database, formally de-identified before use. Curriculum lead for the IASC professional certification. Senior contributor to the relational-dynamics layer of NeuroGraph OS.

CEO · Cognition Architect

Dr. ZöE Shen

Applied Psychology & Experiential Education

21 years of field practice across applied psychology and experiential learning. Tens of thousands of programme participants across multiple Asian and Western markets — the cross-cultural foundation behind our behaviour models.

CCrO · Cognition Architect

Winnie Leung

Subconscious Pattern Transformation

20+ years of practice in subconscious-pattern work. Seven bestselling titles. Featured guest on regional broadcast media and CNN. Speaker at Harvard Medical School events. The pattern- transformation layer of our intelligence stack.

Evidence and IP

Mid-range
effect signal

Early outcome data suggests effect sizes consistent with the upper tier of digital-wellbeing interventions; full RCT in planning

6 patent applications

Filings covering family-cognition modelling, multi-agent shared user state, contextual mind-field analysis, and core interface designs

Extensive practice corpus

Decades of formally de-identified systemic family-work notes — proprietary training data, held as trade secret

Pilot study planned

60-participant pilot in design · academic partner discussions in Hong Kong · WHO-5 Wellbeing + SCORE-15 instruments · target peer-reviewed publication

Partners

Two patterns of partnership.

We don't sell a single SKU. Conversations with us tend to start in one of two configurations — distribution, or integration. Each carries its own commercial logic and pace.

Distribution partners

Your customers, our products.

You bring the audience and the trusted relationship. We bring iLegacyMate, iLightMate, or iStarMate as a value-add to your existing offering — co-branded or as a rider, with revenue-share economics.

Senior care — care operators, memorial-service providers, life-insurance partners
Workplace wellness — EAPs, employee-benefits platforms, wellness program providers
Education — international schools, foundations, youth-development organisations
Channel — content platforms, app stores, trusted creator networks

Integration partners

Embed our intelligence in your product.

NeuroGraph OS — our family-system intelligence layer — is available through SDK, API, and white-label arrangements for products that want relational and intergenerational reasoning where they don't have it today.

AI platforms — adding a family-system / relational-reasoning layer
Wellness & mental-health apps — adding family-pattern depth
EdTech — embedding systems-thinking and relational awareness into curricula
HR tech — adding family-context to employee-wellbeing tooling

Strategic & research conversations

A small number of partners — academic institutions, foundation counterparts, and selected strategic counterparts — engage with us on a confidential, bilateral basis. Reach out directly →

Contact

We're not building an app.
We're building one humanlike agent — for a lifetime.

If a path to partnership begins to take shape in your mind as you read this, we'd like to hear it.