Company
An AI-native company,
by design.
We build platforms where the model is part of the architecture rather than a feature bolted on. A core Growth Platform, industry platforms on top of it, agents that give it a face and a voice, consumer health companions, and the services that set them up and run them.
What AI-native means to us
The model is in the architecture.
Agents with a job, not a chat box
Concierge, marketer and analyst personas with scoped skills, guardrails and visible activity. The autonomous marketer drafts for an outcome you set. A person approves.
Language models beside statistical ones
Lifetime value, churn, uplift, attribution and demand models sit next to the language model. The model that explains is not the model that measures.
Checkable by default
Campaigns keep holdouts. Grades show their rules. Metrics have written definitions. Privacy pages describe what the code does. If it cannot be checked, we do not claim it.
How we build
Six principles we keep coming back to.
AI proposes. People approve.
Every outbound is human-approved with a full audit trail. In health products, the output is a brief the person shares with their own clinician.
One profile per person.
Web, chat, voice, video, stays, purchases and messages write to the same record. No module keeps its own copy.
Consent before anything leaves.
Purpose-level consent, data-subject-request clocks and a policy gate on every export. Enforced before an audience leaves the platform, not after.
Measure with holdouts.
Incremental lift is proven against a control group. A dashboard that only goes up is not evidence.
Speak the industry's language.
An industry platform relabels the core so a hotelier sees guests and booking propensity, not contacts and lead scores.
Set it up. No homework.
Data connections, profiles, segments and journeys are configured by our team and tested with yours before anything goes live.
Where we work
Built for the markets we live in.
Our platforms run for luxury hotel groups, attractions and ticketing operators, consumer brands, consumer finance, industrial manufacturers and education programmes. We build for Greater China as a first-class market: WeChat and WeCom, identity stitching across Chinese platforms, consent under PIPL, and real ad onboarding with the major Chinese networks.
What we build on
Frontier models, our own models, plain infrastructure.
Frontier language models for conversation, drafting and agent reasoning. Our own value, churn, uplift, attribution and demand models. Multi-tenant platforms with hard isolation and role-based access. Native and installable apps with small server proxies that store nothing.
Work with usTalk to the people who built it.
We are a small team, and the person on the demo is the person who wrote the code.