Qybit MachineryEnd Unplanned Downtime in Heavy Industry: On-Premises Multimodal AI & Maintenance RAG Assistant

Target zero unplanned stops. Instant OCR/Vision manual parsing. 100% local data security — nothing leaves your factory floor.

100% Local
Vision + OCR
Downtime Cut

Ask Maya

Your digital maintenance assistant — Vision OCR + On-Premises RAG

This section displays representative, prewritten answers and is not a live diagnosis. Before servicing equipment, follow the manufacturer manual, lockout/tagout procedures, and instructions from authorized maintenance personnel.

Sample Questions

Ask Maya

Demo · Static Sample

Pick a sample question on the left, or ask Maya…

Vision AI & OCR

From machine sticker to structured data

Instantly parse greyscale diagrams and labels — extract gear ratios, part codes, and maintenance notes as JSON.

Raw Image / Diagramgreyscale

TMS Makina gear table · T.C.H label sample

Structured AI OutputConfidence 97%

{
  "asset": "TMS-DD-420",
  "manufacturer": "TMS Makina",
  "document": "gear_table_v2",
  "ocr_engine": "qybit-vision-v1",
  "fields": {
    "model": "Dar Dokuma 420",
    "serial": "TMS-2023-8841",
    "gear_ratios": [
      { "id": "G1", "ratio": "1:2.4", "rpm": 840 },
      { "id": "G2", "ratio": "1:3.1", "rpm": 650 },
      { "id": "G3", "ratio": "1:4.0", "rpm": 504 }
    ],
    "lubricant": "ISO VG 68",
    "interval_hrs": 500
  },
  "confidence": 0.97
}

Industry Catalog

Supported Industrial Machinery

Pre-indexed RAG manuals, fault codes, and maintenance diagrams across textile, packaging, and automation lines.

Textile & WeavingRAG Manual Ready

TMS & T.C.H (Taiwan Giu Chun)

Narrow Fabric Looms

Lubrication schematics, gear tables, servo fault codes, and label OCR for narrow weaving lines.

Textile & WeavingRAG Manual Ready

Stoll

CMS Flat Knitting Machinery

Needle bed calibration, yarn feeder maintenance, and CMS fault-code RAG for flat knitting systems.

Textile & WeavingRAG Manual Ready