Breaking the English Form & Literacy Barrier
Over 78% of India's 5 Million informal waste collectors and local kabadiwalas have limited formal English literacy. When enterprise ERPs and web marketplaces demand that users type dropdown categories (e.g. "Non-Ferrous > Heavy Copper > Berry Scrap"), the application is abandoned within seconds.
However, these exact collectors possess extraordinary verbal domain mastery. They negotiate prices rapidly in their mother tongue using traditional mandi trade terms that no generic Silicon Valley voice assistant understands.
Agent 04 bridges this linguistic divide. It allows anyone to simply hold a single button on their phone, speak naturally in their local dialect, and have their scrap parsed, priced, and listed automatically.
Supported Regional Mandi Terminology
| Language | Colloquial Mandi Slang | Mapped Technical Standard | Base Purity Mapping |
|---|---|---|---|
| Hindi | "Laal Tamba" / "Berry Wire" | IS 407 Heavy Electrolytic Copper | 99.0% Pure |
| Hindi / Punjabi | "Silky Aluminum Section" | IS 733 Extruded 6063 Architectural Alloy | 98.5% Pure |
| Tamil | "Pithalai Pathiram" (பித்தளை) | IS 1264 Honey Brass Cast Utensils | 94.0% Pure |
| Marathi | "Pikela Loha" / "Patra" | IS 2062 HMS-1 Heavy Melting Steel | 91.0% Pure |
| Bengali | "Kalo Batri Sisa" (সীসা) | IS 1332 Lead-Acid Battery Ingot | 95.0% Pure |
"Arre bhaiya Mayapuri phase 2 godown se bol raha hu, 850 kilo silky aluminum section hai, truck ready hai."
// Structured Entity Extraction (JSON):{
"detectedLanguage": "hi-IN",
"confidence": 0.988,
"extractedEntities": {
"materialStandard": "ALUMINUM_6063_EXTRUSION",
"quantityKg": 850,
"location": "Mayapuri Phase 2 Depot, New Delhi",
"logisticsReadiness": "IMMEDIATE_DISPATCH"
},
"instantQuoteInr": 178500.00
}