Reva/Roadmap
The road ahead.
Trust is the product, so being right gates everything else. Here is what has shipped, what is building now, and where Reva is going - for the free app and the API alike. We would rather move slowly and stay honest.
just shipped
Fresh off the graph.
Jul 2026 · shipped
Loyalty, connected honestly
Mirror your Mecca or Sephora card, see a box's real per-mL worth run through the marks, and get one calm ping when a box is ready. No countdowns.
Jul 2026 · shipped
The whole-routine homeostat
The app now holds your shelf to healthy set-points, not one bottle at a time.
Jun 2026 · shipped
Signed provenance cards
Every score you can open, embed and verify - and no one can re-skin scarier.
Jun 2026 · shipped
The /verify truth-oracle
A hallucination guard for other beauty-AI: supported, refuted, or graph-silent, with citations.
May 2026 · shipped
Australia, modelled as data
The AICIS inventory and the ten SUSMP schedules, not EU rules with a footnote.
the plan
Now, next, later.
Reva grows in one order: reproduce the base, make the data provably honest, become a routine-level companion, out-share fear, then deepen into a platform. Read it in greyscale - the shape tells you the stage.
The calm readout
A shape, a plain word and a source on every line. Dose read as ink-darkness.
appshippedWhole-routine homeostat
Set-points for actives, acid, occlusive and allergen load across your shelf.
appshippedHonest watch-alerts
Fan-in, concern-in-transit, and a silent all-clear. Quiet means nothing on your shelf needs you.
appbuildingProvenance + /verify
Embeddable signed cards and the grounded truth-oracle.
apishippedShelf-life clock
A time axis over the score: oxidation for actives and the preservative window.
appbuildingDose-aware dupe finder
The cheaper Australian twin by effective concentration, not shared words.
appnextHonest price intelligence
Limit-orders, cost-per-dose, and a fake-sale detector against the trailing median.
appnextThe myth-receipts engine
Same-day, evidence-linked debunks of the day's viral scare.
appbuildingGift-box readouts
Every mini in a tier or birthday box, run through the same shape, word and source marks, with its worth shown per-mL, not as a value sticker.
appbuildingLoyalty card mirror
Your tier, points and a scannable card, read-only. We mirror it so you can scan in store; we never touch your points or sell what is on it.
appbuildingAudit-grade chat
Epistemic-typed answers, a tipping-point, and prove-it-or-concede citations.
apinextFull-size-worth endpoint
Per-mL worth plus fit marks for any sample size, on the same charge-on-match graph.
apinextGrey-import / real-bottle scan
Score the actual bottle, not the idealised label - the AU moat, applied.
appnextThe checkout agent
Vet the basket at the moment money moves - no app to open.
appexploringVLM label reader
Read INCI, batch and PAO off packaging photos to close the no-INCI gap.
apinextCross-source consensus
Quorum promotion with lineage clustering, so echoes can't fake confidence.
apibuildingMulti-market
EU, US, CA, JP and KR, once the Australian wedge is proven.
app + apiexploringThe ingredient dex
Records as collectible cards, and a coach that rewards sitting with uncertainty.
appexploringBox fit vs your shelf
Before you claim, we flag the minis you already own, duplicate or react to, so a "valuable" box gets an honest figure for your skin.
appexploringData-gap bounty market
Price the uncovered tail into the ingestion queue on demand.
apiexploringHonesty-as-a-service
The trust layer the rest of beauty-AI is built on.
apiexploringhow we choose
Three rules decide what ships first.
01 Trust before reach
Nothing ships until it is dose-aware, sourced, and validated against the toxicologist-adjudicated Golden Set. Being right is the product.
02 The free app, funded by the API
The app stays free to win reach and trust. The API bills on a match, and pays for the graph the app runs on.
03 Big bets ship grounded
The largest features each start with a cheap measurement spike that can invalidate them before a line of production code.
why now
A market waiting for someone to be right.
Ingredient transparency is now a headline trust driver, the incumbents are called out as fearmongering, and No global app models Australian rules directly, so that demand is being met with someone else’s regulator. That is the opening.
Built in the open, honestly.
The app is free to download. The API is ready when you are. Both run on the same graph you can watch grow here.