Thinking Labs, Inc.

About CKD Twin

Working name for Thinking Labs, Inc.'s standalone CKD care-coordination platform. Owner coding agent: Nikola. Label: POC / usable MVP demonstrator — educational walkthrough, not a finished medical device.

Credibility beat (say this out loud)

For presenters on the ≤5 min path in DEMO.md. Same non-claims as the amber POC banner and footer — denser here so you can pause and point.

POC / usable MVP demonstrator · Thinking Labs, Inc.
Not TEMPO-ready · not FDA cleared · not a physician replacement
Synthetic PHI only for this demo · educational · doctor decides
PREDICTION_ENABLED locked off — synthetic educational brain off on this deploy · not a validated device. Not clinical advice · not a prognosis · not FDA cleared · not a clinical device · doctor decides. Zero prediction UI on this walkthrough.

What the walkthrough shows

Patient + clinician dual dashboards (vitals, history, roster)
Educational KDIGO stage labels (G1 ≥90 · G2 60–89 · G3a 45–59 · G3b 30–44 · G4 15–29 · G5 <15)
Educational “if nothing changes” eGFR trajectory (least-squares · ≥2 dated points · flat if insufficient)
Capture provenance (AI nurse / Manual / Voice / CSV) + Review today / print-strip / Share+QR RWD storytelling
Synthetic roster + seed notes — hallway-safe demo data

What this does not claim

Not FDA cleared or authorized · not a medical device claim
Not TEMPO enrollment or TEMPO-ready operations
Not a physician replacement · not clinical decision-making software
Not diagnosis, triage, prognosis, care plan, or clinical AI prediction
Prediction module stays off on this walkthrough — zero prediction UI · not a prognosis · doctor decides
Not real PHI in the default demo — synthetic / educational only

Product locks

Synthetic PHI only for first demo
MVP ingest = type / voice self-entry (no live Bluetooth IoT)
KDIGO educational stages: G1 ≥90 · G2 60–89 · G3a 45–59 · G3b 30–44 · G4 15–29 · G5 <15 — display mappings, not a diagnosis
Educational trajectory: least-squares slope from ≥2 dated eGFR (prefer last ~12 mo); flat if insufficient; project educational KDIGO at 6 & 12 months if nothing changes — not a prognosis or care plan · Thinking Labs · doctor decides
PREDICTION_ENABLED is off — zero prediction UI. On only for a labeled demo; off before TEMPO SOI
Not TEMPO-ready · not FDA cleared · not physician replacement

Stack

TypeScript + Next.js (App Router)
Supabase (Postgres + Auth + storage) — env placeholders; demo mode boots without cloud
Designed for Vercel deploy (live: ckd-twin.vercel.app)
Web Speech API for voice entry (wired; graceful fallback if unsupported)

Intended use (POC demonstrator)

This software is a concept demonstrator for visualizing CKD stage labels (rule-based eGFR cutoffs), kidney digital-twin views, and care-coordination dashboards using uploaded and/or manually entered data. It is not a finished medical device and is not intended to diagnose, treat, cure, mitigate, or prevent any disease or condition.

Non-claims

Not for clinical decision-making. Demonstrator / POC only. Not FDA cleared or authorized. Not medical advice. For development and care-team support discussion only—does not replace physician judgment. Default data are synthetic and/or de-identified unless otherwise configured under a separate data agreement. Stage labels are display mappings from agreed eGFR ranges, not an anatomical diagnosis and not an AI prognosis.

Walkthrough non-claims and labels to say out loud: DEMO.md (repo root) · same Thinking Labs framing as the amber POC banner and site footer. Back to sign in.

Builder brief: /workspace/ckd-platform/standalone-ckd-builder-brief.md