The Unified Industrial Operating System for Modern Textile Mills.
Eliminate costly lab-dip re-runs, manual visual inspection fatigue, and uncalibrated chemical overdosing. AutoTaskX Textile OS connects laboratory spectrophotometers, stenter optical inspection arrays, and bulk dyeing machine controllers into a single deterministic AI platform—engineered to push production Right-First-Time (RFT) rates beyond 94%.
Conventional Mills Run on Subjective Judgments, Fatigue, and Fragmented Paper Slips.
In export dyeing and knitting facilities across Gazipur, Narayanganj, Chattogram, Tirupur, and Ho Chi Minh City, a 1% drop in Right-First-Time (RFT) rate costs tens of thousands of dollars each month in dumped dyestuffs, excess boiler steam, wasted effluent treatment, and air-freight shipment penalties. AutoTaskX replaces guesswork with closed-loop engineering.
The Lab-Dip to Bulk Discrepancy
Operational Reality: 4 to 6 physical lab strike-offs per customer shade approval. Hand pipetting in glass beakers behaves radically differently from a 1,000kg high-temperature jet vessel with turbulent liquor circulation.
Financial Consequence: 7 to 12 days lost sampling lead time, high dyestuff wastage, and shade variation that requires re-dyeing and stripping runs.
Manual Fabric QC & Inspector Fatigue
Operational Reality: Human inspectors standing before 25–40 m/min inspection perches under flickering overhead lamps. Studies prove human defect recall drops below 65% after 3.5 hours of continuous shifts.
Financial Consequence: Micro-defects (needle lines, elastane breaks, subtle barres, oil spots) slip past unlogged to apparel cutting rooms, causing buyer debit notes and canceled shipments.
Siloed Dye Vessels & Paper Recipe Records
Operational Reality: Dye vessels, spectrophotometer measurements, and dispensing stations remain isolated islands. Shift logs live on handwritten paper slips or disconnected spreadsheets.
Financial Consequence: Plant directors cannot diagnose why Batch B-84 deviated in ΔE without interrogating three shift supervisors and manually sifting through filing cabinets.
Engineered for 24/7 Reliability in Hot, Humid Mill Environments.
Five decoupled industrial subsystems providing sub-second colorimetry telemetry, deterministic formulation algorithms, and continuous fabric surface inspection.
| Industrial System Layer | Hardware & Mathematical Engine | Dyehouse Operational Purpose |
|---|---|---|
| Layer 01: Spectral Colorimetry & Formulation | Multi-Flux Kubelka-Munk Math • CIE 15:2018 Optical Core • RS-232 / USB Spectro Drivers | Instant dye recipe prediction across reactive, disperse, and vat dye trichromatics. Dynamic metamerism suppression across D65, TL84, and CWF illuminants. |
| Layer 02: High-Speed Optical Inspection (AOI) | Dual 8K CMOS Line-Scan Camera Array • Polarized High-CRI LED Strobes • Industrial Edge Neural Array | 100% surface scanning at speeds up to 60m/min on stenter frame exits and rewinding perches. Real-time classification of holes, needle lines, slubs, and oil droplets with automated ASTM D5430 4-point grading. |
| Layer 03: Auxiliary Chemical & Salt Dosing Core | Digital Volumetric Mass Flowmeters • Automated Alkali / Electrolyte Titration Calibrator | Calculates optimal salt, soda ash, and leveling agent curves adjusted for bath liquor ratio and fabric moisture content, preventing unexhausted chemical runoff and dye unevenness. |
| Layer 04: Industrial Machine Telemetry Gateway | Industrial OPC-UA • MQTT Broker • Modbus TCP/IP • RS-485 Fieldbus Bridge | Bi-directional connectivity to Fong's, Thies, Sclavos, Brazzoli, and Dilmenler dyehouse controllers. Ingests bath temperature, cycle curves, flow rates, and rinse water turbidity in real time. |
| Layer 05: Quality Governance & ERP Bridge | Enterprise MES Connector • Datatex NOW / SAP / Infor Connectors • Immutable Digital Roll Passports | Generates automated buyer Certificates of Analysis (CoA), logs roll defect coordinates for intelligent cutting-room markers, and enforces OEKO-TEX and ZDHC MRSL chemical traceability. |
Proven Factory Results Recorded Across 200+ Production Batches.
Real-world metrics gathered from continuous industrial runs across vertical knit and woven textile mills.
Right-First-Time (RFT) Rate
Average bulk shade match on first strike, drastically reducing costly re-dyeing cycles and chemical stripping.
Down from 4.2 Lab Strike-Offs
Compresses seasonal sample approvals from 10 days to under 48 hours for fast-fashion export buyers.
Garment Cutting Room Rejections
Continuous 4-point defect logging prevents flawed fabric rolls from reaching garment cutting lines.
Average Bulk ΔE00 Consistency
Tight batch-to-standard tolerance verified across primary daylight and retail store illuminants (D65, TL84).
Seamless Integration with Existing Dyehouse Hardware.
No costly machine rip-and-replace. Textile OS attaches directly to your installed spectrophotometers, dye vessel PLCs, and factory network.
colorizeSpectrophotometers
- • Datacolor 800, 850, 500, 20D
- • X-Rite Ci7800, Ci7860, Ci7600
- • Konica Minolta CM-36dG, CM-26d
- • Formats: CxF, QTX, RS-232, USB
precision_manufacturingDye Vessels & PLCs
- • Fong's (Superwin, Tecwin)
- • Thies (iMaster, soft-TRD)
- • Sclavos, Dilmenler, Brazzoli
- • Protocols: OPC-UA, Modbus, MQTT
videocamInspection & Stenters
- • Monforts, Brückner, Santex
- • High-speed rewinding inspection frames
- • Camera: 8K Line-scan GigE Vision
- • Speed: 0–60 m/min continuous
verified_userBuyer Standards & ERP
- • ASTM D5430 (4-Point Grading)
- • CIELAB ISO 105 / AATCC 8/16
- • ZDHC MRSL v3.0 & OEKO-TEX 100
- • ERPs: Datatex NOW, SAP, Infor M3
Validate Textile OS on 50 Active Dye Batches in Your Mill.
We deploy our technical engineers to connect with your laboratory spectrophotometers and evaluate recipe accuracy on 50 live production dye runs. If our formulations do not reduce your lab-dip iterations within 30 days, you pay nothing.