Postharvest quality · AI-assisted inspection

The end of subjectivity on the line.

One platform to inspect, decide and report quality for every lot — no typing, no paper, no waiting.

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· Computer vision · Native voice · Packing-list reading · Encrypted offline · Multi-tenant
— The problem

Inspecting fruit does not scale with tired humans, nor with lines that stop for a day to wait for the lab.

— global fruit / year
1.3 Bn t
— per manual sample
30–50 min
— dependency on the human eye
100 %
Option A

Manual at the plant

An inspector eyeballs 100 fruits, writes on paper, calls the verdict on the spot. The plant runs on a personal criterion.

Option B

Formal laboratory

Sample to the lab. 30–50 minutes per analysis. The line stops or ships blind. Late audit.

— The proposal

One app that looks for you.

Three AI layers combined on the inspector’s device. Verdict in seconds, without sending your data to third parties.

01 · YOLO11 + DINOv2

Vision

Per-fruit counting and classification from the operator’s photo. Defects, calibre and condition are broken down instantly.

02 · Whisper large-v3-turbo

Voice

Dictate notes into any text field. Inspectors with gloves and no keyboard document at speaking speed.

03 · Qwen2.5-VL 7B

Packing-list reading

Packing lists and shipping docs are parsed from Excel / PDF / photo with assisted human review — nothing is retyped.

Private model · your model, your data, only yours.

Models run on a server dedicated to your operation. Neither data nor photos pass through generalist providers.

— Tripartite flow

One inspection, three signatures, one log.

01 Inspector

Captures and analyzes with photo or manual count.

  • Phone/tablet with camera and voice.
  • Instant preliminary verdict.
  • Works without network at the plant.
02 Supervisor

Validates, corrects or escalates each inspection.

  • Per-fruit review on tablet.
  • Every override audited.
  • Prioritized validation queue.
03 Commercial

Releases the lot with a PIN signature, and talks to the customer.

  • Commercial PIN as a second factor.
  • Origin ↔ destination comparative.
  • CLAIM with customer upload.
— In operation

Active pilots

Real plants running Mira across four species, three regions.

Blueberry · LATAM
Cherry · Chile
Grape · Peru
Berries · North America
— Let’s talk

Shall we try Mira at your plant?

30 minutes to learn your process and offer you a 4-week trial with your own fruit.