Grounded AI assistant
An assistant that only answers from Collective X Health's own catalogue, policies and content.
- →Retrieval with citations and guardrails
- →Hands off to a human with context
- →Evaluation set before launch
Collective X Health is a San Francisco health company in its early product build. $3.2M pre-seed (Oct 2026, Anthemis), and early product build.
early product build. San Francisco. This is the point where the right software decisions are cheapest to make. We would start with the module that moves Collective X Health's main metric and build the rest on the same foundation.
Every visitor sees the same experience, whatever they came for.
A large share of questions are routine and well suited to safe automation.
Orders, tickets and content hold patterns the team has no time to act on.
Interface sketches are illustrative. Final design is agreed with your team in discovery.
Senior engineers write the production code. Repositories, cloud accounts and documentation stay with you from day one.
Interviews, data review and a fixed scope.
The first module built and in your hands every week.
Remaining modules and integrations.
Live with real users, then code and docs handed over.
Patient records and telemedicine at national scale, with the consent and audit model the category demands.
A healthcare platform across app, web and a provider platform, covering discovery, booking and practice-side management.
A digital healthcare product on app and web, covering appointment booking, video consultation and clinical notes.
Founders stay on every engagement. The engineers on the first call are the engineers who write the code.