Coming soon · early access open

Build your plant's private Stain Brain.

Spotting Board helps dry cleaners turn their chemistry, rules, stain preferences, escalation policies, and tribal knowledge into a structured, AI-assisted operating brain — owned by you, exportable anytime, and powered by GONR's source-grounded stain intelligence.

Powered by GONR's source-grounded Stain Brain
The problem

Your best stain knowledge is trapped.

Every plant runs on knowledge that mostly lives in people's heads, paper notes, and habits. Generic AI doesn't understand your plant — your chemistry, your rules, your risk tolerance.

🧠

Locked in heads

Your best spotter knows what works. But when they're out, that knowledge walks out with them.

📝

Scattered notes

Handwritten cards, taped reminders, "ask Frank first" — none of it searchable or transferable.

⚠️

Risk you can't see

When escalation rules aren't explicit, claims happen. Counter staff guess. Garments get ruined.

🤖

Generic AI doesn't help

Your chemistry stack is yours. Your claim policy is yours. An off-the-shelf chatbot can't know that.

How it works

Talk to it like a spotter. Get back a structured brain.

The Spotting Board assistant interviews your plant, then converts shop language into structured, labeled, exportable plant intelligence — in real time.

Live capture
spotting-board / assistant
Owner says
Assistant captures
Rule
No heat on unknown oil stains until reviewed.
Authority
plant-local preference
Risk tier
supervisor review
Reviewer
Frank · plant owner
Exportable
yes
Every entry gets labeled — so plant preference never silently overrides source-backed safety.
01 / Capture
AI-led interview
The assistant asks practical, dry-cleaning-native questions about your chemistry, rules, and habits.
02 / Label
Provenance always visible
Every rule is tagged: source-backed, plant-local, tribal, or supervisor-only.
03 / Review
You stay in control
Approve what becomes part of your plant brain. Nothing ships without your say.
04 / Export
It's yours, forever
Download your brain anytime as a clean, structured file. No lock-in.
05 / Use
Connect to GONR
Run your brain through GONR's runtime when you want AI-assisted execution at the counter or back of house.
Safety doctrine

Your preferences are captured. Your safety stays source-grounded.

Plant-specific customization never silently overrides safety judgment. Every recommendation in your brain is labeled — always visible, never flattened on export.

source-backed default

GONR-validated

Source-grounded guidance from the validated Stain Brain protocol library. Safe defaults for general use.

plant-local preference

Your shop's way

Workflow, chemical brand, sequence, or operational preference unique to your plant. Honored when not in conflict with safety.

unverified tribal note

Captured, not authoritative

Local knowledge that hasn't been sourced or promoted yet. Visible in your brain but flagged as unverified.

supervisor only

High-risk, gated

Bleach, reduction, strong oxidizer, claim-sensitive action. Explicitly escalated — never one-click for junior staff.

Inside the builder

Spotting Board Dashboard — Powered by GONR

A workbench, not a chatbot. Your plant brain organized into the modules an operator actually thinks in.

jerry's cleaners · plant brain v0.1
~12 min to first export
Plant profile
3rd-gen / wetcleaning enabled
Chemistry stack
solvents · spotters · brands
Stain rules
42 captured · 8 labeled
Staff roles
owner · spotter · counter
Supervisor-only steps
bleach · reduction · oxidizers
Tribal notes
12 awaiting review
Source-backed defaults
GONR library, version-pinned
Export brain
JSON · Markdown · GONR runtime
You own it

Your plant brain belongs to you.

The data you put in stays yours. We're not trying to lock your plant knowledge inside our app — we just make it easier to build, label, and use.

Export anytime — clean, structured JSON or readable Markdown.
Labels survive export — provenance never gets flattened away.
Use GONR if you want — runtime is optional. Your brain works without it.
Bilingual safety — high-risk language stays exact in English and Spanish.
Your data is never sold — and only feeds GONR's central library with your explicit consent and review.
{
  "plant": "jerry's cleaners",
  "version": "v0.1",
  "rule_count": 42,
  "rules": [
    {
      "text": "no heat on unknown oil",
      "authority": "plant-local",
      "risk": "supervisor",
      "reviewer": "frank"
    }
  ]
}
Early access

Be one of the first plants on Spotting Board.

We're rolling out access to a small group of dry cleaning operators who want to build their plant brain with us. Drop your email and we'll reach out.

Thanks — we'll be in touch when Spotting Board opens up.
No spam. Built by a 3rd-generation dry cleaning family.