TRI Validation in Progress

Consistent Leaf Grading From Any Smartphone. No Device. No Delay. No Subjectivity.

Classify green leaf intake as Best, Below Best, or Poor in seconds - consistent across every shift, every operator, every batch.

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Grade output

BEST

BELOW BEST

POOR

Any iOS or Android device

No spectrometer required

Validation in Progress

Seconds

Per grade decision

3 grades

Best / Below Best / Poor

Any phone

iOS & Android

Zero

Hardware required

The Problem

The same lot gets three different grades depending on who's doing the check.

Manual leaf grading is fast - but it's personal. Experienced supervisors disagree. Night shifts grade differently than day shifts. Suppliers learn who to present lots to. That inconsistency costs money.

Operator-dependent outcomes

Manual grading varies 15–25% across operators in the same shift. A supplier who gets a poor grade on Tuesday can get a pass on Thursday with a different supervisor.

No audit trail

When a buyer disputes a lot quality, what's your evidence? Manual grading leaves no record - just the memory of whoever was on shift.

How It Works

A photo from any mobile device is all it takes.

Photograph the intake batch

The factory manager or intake operator photographs the green leaf batch using any iOS or Android device. No special setup required.

AI classification

The model classifies the lot into Best, Below Best, or Poor within seconds. Borderline cases are flagged with a confidence score for supervisor review.

Record & store

Grade result, photo, lot ID, timestamp, and operator are stored in the traceability dashboard - automatically, without any manual entry.

Business Impact

Consistency is worth more than speed.

Shift-independent grading

The same lot gets the same grade whether it's 6am or 11pm, Monday or Saturday. Operator skill and shift fatigue no longer determine quality acceptance.

Faster intake decisions

Any operator can run the grade check - no need to wait for an experienced supervisor. Intake throughput increases, bottlenecks at peak flush reduce.

Dispute-proof records

When a supplier disputes a lot rejection, the AI grade record - with photo, timestamp, and confidence score - is your evidence. No more word-against-word.

Technical Specification