ML Models:
- • Tool-calling Multi-Agent LLM
- • BGE-M3 Multilingual Embeddings
- • OpenCV Pixel Contour Masking
- • EPA WARM v15 Carbon Math
- • Simulation & Routing Engine
Database:
- • PostgreSQL / PostGIS Spatial
- • Redis Event Bus & MCX Stream
- • Local SQLite / Room Cache
- • Pinata IPFS Cryptographic Hash
- • Object Blob Storage (S3/GCS)
Cloud / Edge:
- • Cloud APIs & Processing
- • Polygon Amoy (Chain ID: 80002)
- • Offline Mobile SQLite Layer
- • Phone-First Voice Interface
- • Edge Camera OCR Ingestion
10 Verified Secondary Material Streams










Autonomous Multi-Agent Architecture
Agents 01 & 04
Camera pixel segmentation masks impurities + Indic voice parses raw Hindi mandi speech.
Agents 02 & 03
Applies EPA WARM v15 lifecycle math + polls live MCX spot indices every 60 seconds.
Agents 05 & 06
Cryptographic wash-trading fraud radar + automated CPCB EPR certificate issuance.
Live Valuation & Carbon Math Sandbox
Adjust material stream and batch volume to simulate real-time MCX valuation, avoided CPCB penalty, and net Scope 3 carbon offsets.
Recycler & Enterprise Onboarding Checklist
Frequently Asked Questions
Everything you need to know about CircularChain — from the 6-Agent Autonomous Core to Polygon smart contracts, CPCB EPR compliance, kabadiwala onboarding, and carbon credit verification. Click any question to expand the detailed answer.
Still have questions? Reach out to us at contact@circularchain.in or join our Developer Discord for technical discussions, feature requests, and community support.
Field Manual Chapters & Deep-Dives
The Global & National Crisis
Deep-dive into $12.4B ESG circularity fraud, 90% unorganized kabadiwala sector exploitation, and strict CPCB penalty structures.
Linear vs CircularChain Protocol
Granular architectural comparison across Purity Testing, EPA Math, MCX Pricing, Informal Speech, and On-Chain Settlement.
Developer & Recycler Quickstart
3-minute onboarding paths for informal scrap aggregators (voice & camera), enterprise OEMs, and Web3 developers.
Agent 01: Optical Quality Vision
Multi-Modal semantic segmentation detecting surface oxidation, PVC label impurities, and assigning ISO 9001 grades.
Agent 02: EPA WARM Carbon Math
Deterministic life-cycle carbon math (9.13 kg CO₂e for Alum, 2.81 for Copper) with zero generative AI hallucination.
Agent 03: MCX Oracle & Logistics
Continuous Multi Commodity Exchange price discovery coupled with Haversine transport carbon route optimization.
Agent 04: Indic Voice NLP Bridge
Multi-lingual speech recognition parsing colloquial Hindi, Tamil, Telugu, Marathi, and Bengali into structured listings.
Agent 05: Cryptographic Fraud Radar
Pre-execution wash-trading detection, double-claim blocker, and anomalous mass inflation audits.
Agent 06: CPCB Statutory EPR Shield
Automated MoEFCC PWM Rules 2026 quota fulfillment, digital certificate generation, and avoided penalty calculations.
Polygon Amoy Smart Contracts
Decentralized ownership settlement, Solidity contract topology (80002), and IPFS visual proof pinning.
Interactive REST API Reference
Live interactive sandbox testing /api/mcx-oracle, /api/cpcb/calculate, and /api/verify-transfer in cURL, TS, and Python.
