Care-team brain · Riverside Family Health
Prescriptions, findings, review tasks, notes, signed decisions and conversations live in one FalkorDB graph per clinic. That makes the clinic queryable as a team: who prescribed what, where cascades cross from one prescriber to another, who has handled each kind of cascade, what the agents learned from the team, and one search over everything written down. Every answer below is a Cypher query; the chat cites them.
Each ribbon is a set of open cascade links: the first drug written by the prescriber on the left, the drug that treats its side effect added by the one on the right. Colour is the kind of prescriber who added it.
Synthetic data: the generator assumes each patient has one family doctor and some drugs are added elsewhere.
Ask the care-team brain
gemini:gemini-3.8-flash · tools via MCP · Riverside only
Questions about the whole clinic: what the team decided and why, who has handled a kind of cascade, where prescribers hand off. Every answer cites the graph queries behind it, and your conversations are remembered.
People who have decided on each kind of cascade: tasks they acted on or dismissed, and decisions they signed.
Protocols, handovers, chat messages and minutes, in the same graph as everything else. Each note is linked to the drugs, symptoms and patients it names, so it shows up in a patient’s memory, in search, and in what the agents read before a review.
Review tasks, drafted notes, team notes, signed decisions, findings and your own conversations, each tied back to its patient. Found by words (FalkorDB’s full-text index), by meaning (embeddings stored on the same nodes, in FalkorDB’s vector index) and through the graph, in one ranking.
Every prescriber in this clinic’s graph, the patients they see, and how many cascade links start or end with a drug they wrote.
| Prescriber | Kind | Patients | Prescriptions | Cascades started | Downstream drugs added |
|---|---|---|---|---|---|
| Dr. J. Martin (family doctor) | Family doctor | 203 | 823 | 215 | 141 |
| Dr. A. Patel (family doctor) | Family doctor | 202 | 867 | 240 | 139 |
| Dr. H. Singh (family doctor) | Family doctor | 190 | 768 | 181 | 99 |
| Dr. R. Ahmed (walk-in clinic) | Walk-in clinic | 160 | 193 | 42 | 192 |
| Dr. T. Nguyen (walk-in clinic) | Walk-in clinic | 159 | 196 | 29 | 179 |
| Dr. K. Osei (cardiology) | Specialist |
Procedural memory. A decided task is an outcome; when the outcomes say a different routing works better, a new procedure version supersedes the old one and links to the tasks it learned from. Switch clinic to see different lessons.
The team dismissed 4 of 5 of these tasks, so only likely links get a task now (possible ones stay as findings).
learned from 5 decided tasks (1 acted on, 4 dismissed) · Oct 18, 2026
Prescribers acted on 4 of 4 of these tasks, pharmacists on 1 of 4, so they now go to the prescriber.
learned from 8 decided tasks (5 acted on, 3 dismissed) · Oct 18, 2026
Starting procedure: review questions go to the clinical pharmacist, due in 7 days for likely links and 21 for possible ones.
Try it: approve or dismiss tasks in the inbox. Three outcomes for a role are enough to change routing.
| 72 |
| 129 |
| 18 |
| 28 |
| Dr. C. Laurent (rheumatology) | Specialist | 62 | 79 | 29 | 9 |
| Dr. E. Okoro (psychiatry) | Specialist | 41 | 44 | 15 | 7 |
| Dr. M. Fischer (urology) | Specialist | 37 | 40 | 22 | 14 |
| Dr. L. Romero (geriatrics) | Specialist | 27 | 29 | 14 | 18 |
| Dr. S. Kim (neurology) | Specialist | 26 | 26 | 22 | 1 |