> For the complete documentation index, see [llms.txt](https://cerebree.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://cerebree.gitbook.io/docs/peopletech-ai/overview.md).

# Overview

PeopleTech AI is CereBree's individual vertical. It is a purely B2C platform that gives people a single place to manage their education, career, and health. No enterprise buyer in the middle. No employer gating access. The individual is the user and the owner of their data.

Today, people manage their lives across a dozen disconnected apps. LinkedIn for networking. Coursera for learning. Separate apps for health tracking. A job board for openings. None of these systems know about each other. Every platform starts from zero. Your education platform does not know what the job market needs. Your career tool does not know what you have actually learned. Your health app lacks context for personalised guidance.

PeopleTech AI changes this. And in many cases, it does not start from zero either.

When an individual already interacts with CereBree through another vertical, PeopleTech inherits that context from day one. A patient on CereAura or CereOnco already has a longitudinal health profile in HealOpera. An employee whose organisation runs HRX already has verified skills, performance data, and career history in the system. When these individuals enter PeopleTech, they do not fill out forms or start fresh. Their profile is already rich with real, verified context, available to them with their consent.

Even for individuals entering PeopleTech as their first touchpoint, the platform benefits from ecosystem-level intelligence. Career recommendations draw from live job market data. Learning pathways reflect real employer demand signals from HRX. Health guidance is informed by clinical patterns from HealOpera. The individual may be new, but the intelligence is not.

Cognie, CereBree's conversational AI, is the primary interaction layer across PeopleTech. It has access to the individual's full longitudinal profile and provides guidance, recommendations, and actions across education, career, and health within a single conversation.

PeopleTech is the ecosystem's front door: where individuals enter, where personal context accumulates over time, and where the B2C flywheel begins. As individuals engage, their anonymised, consented data enriches the intelligence available to HealthTech and DeepTech. Each vertical feeds the others.

PeopleTech data belongs to the individual. CereBree does not sell personal data. The value comes from the intelligence layer, not from extraction.