🚀 Welcome to SupplyGraph AI — Agentic Supply Intelligence Platform (v1.0 Launch)
This repository marks the first public release of SupplyGraph AI — an AI-native, graph-based intelligence platform designed to help enterprises, researchers, and developers understand, analyze, and act on complex global supply networks without requiring any proprietary data uploads.
This is not a traditional dataset or analytics tool.
It is a living, multi-tier, autonomous supply graph powered by intelligent agents.
🌍 What is SupplyGraph AI?
SupplyGraph AI connects and reasons over:
- Products
- Companies
- Countries & regions
- Trade & policy factors
- Risk signals
At its core, it sits at the intersection of:
- Knowledge Graphs
- Multi-Agent Systems
- Global Trade & Tariff Intelligence
- Supply Chain Risk Propagation Modeling
- Large Language Models (LLMs)
It enables:
✅ Multi-tier (10+ levels) supply chain visibility
✅ AI-driven tariff & HTS / HS classification
✅ Compliance & duty calculation (including Chapter 99 / Section 301, etc.)
✅ Geographic & country concentration risk detection
✅ Single-country dependency analysis
✅ Alternative supplier & region substitution discovery
✅ Continuous global risk & disruption monitoring
✅ Auditable, explainable intelligence with traceable evidence
All without any supplier list uploads or proprietary data sharing.
📦 What’s included in v1.0
This initial release includes:
✔️ Complete platform & architecture overview
✔️ Official Agent-to-Agent (A2A) protocol specification
✔️ Detailed Getting Started guide
✔️ Full Agent Library taxonomy & documentation
✔️ Industry-specific use case mapping
✔️ Python SDK integration reference
✔️ SEO-optimized technical language for discovery
🔗 Main Documentation
https://github.com/SupplyGraphAI/supplygraph-ai
🔗 A2A Python SDK
https://github.com/SupplyGraphAI/supplygraphai_a2a_sdk
🌐 Official Website
https://www.supplygraph.ai/
🌐 GitHub Pages Documentation Hub
https://supplygraphai.github.io/supplygraph-ai/
🤖 Key Agent Groups
1. Automation & Efficiency Agents
Designed for operational efficiency, compliance, and research workflows:
- Customs / HTS Classification Agent
- Tariff & Duty Calculation Agent
- Due Diligence Agent
- Corporate Exception Monitor
2. Supply Graph & Risk Intelligence Agents
Designed for strategy, resilience, and systemic risk analysis:
-
Enterprise Supply Graph Visualization Agent
Multi-tier supply dependency map for any enterprise
-
Geographic Concentration & Dependency Agent
Identifies and quantifies region-level and single-country overexposure
-
Tier-1 Supplier Discovery Agent
Finds verified, lower-risk Tier-1 suppliers globally
-
Regional Substitution Recommendation Agent
Suggests alternative sourcing regions to reduce risk concentration
All agents follow the same standardized A2A lifecycle:
run → status → results
This makes them easy to orchestrate across enterprise systems, research environments, and multi-agent frameworks.
🌐 Live Interactive Agent Demos
Before integrating via API or A2A, you can experience the agents directly through live chatbots (powered by the same backend and logic as the A2A API).
To use the chatbot:
- You must register a SupplyGraph AI account
- Top up credits (pay-as-you-go, same as API usage)
✅ Credits used in the chatbot are deducted in exactly the same way as A2A / API calls
✅ What you test here is exactly what you can integrate
❓ What problem are we solving?
Most companies cannot confidently answer questions such as:
- Where is my true upstream dependency risk?
- How concentrated is my supply chain in a single country or region?
- What happens if one region becomes inaccessible?
- Which suppliers are safer, compliant alternatives?
- How do tariffs and trade rules impact my cost model today?
SupplyGraph AI is built to answer these — with data, clarity and auditable proof.
👋 Who should use SupplyGraph AI?
Ideal for professionals and organizations operating across complex global networks:
- Manufacturing & Automotive — dependency risk, diversification, tariff exposure
- Energy & Semiconductors — critical material and concentration tracking
- Retail & Consumer Goods — compliance, resilience & substitution planning
- Risk / Compliance / Governance teams — trade + sanctions + exposure analysis
- Investment & Financial Analysis — network-based risk modeling
- Government & Research Institutions — trade policy, security & resilience modeling
If you’re responsible for strategy, risk, sourcing, or compliance,
SupplyGraph AI is built for you.
🤝 We are actively looking for
✅ Design partners to co-build next-generation supply intelligence
✅ Early adopters to deploy and validate real-world use cases
✅ Research collaborators in economics, policy & geopolitics
✅ Integration partners in A2A / MCP / Agentic ecosystems
If this resonates with your mission, let’s connect.
📣 Roadmap (Next Phases)
Phase 2
- Multi-agent orchestration patterns
- SDK examples for LangChain / CrewAI / AutoGen
- Country & regional concentration risk indexes
- Automated single-country over-dependency alerts
- Real-world case studies & benchmarks
Phase 3
- Enterprise deployments (on-prem / VPC)
- Real-time trade & policy change monitoring
- Advanced scenario simulation engine
- Visual supply-chain command center
🌟 Get Involved
If this vision resonates with you, you can:
• ⭐ Star the repository
• 💬 Share feedback or start a discussion
• 🤝 Reach out for partnership or early access
• 🔧 Suggest features or open a pull request
📧 info@supplygraph.ai
🌐 https://www.supplygraph.ai
This is how SupplyGraph AI begins to grow.
And this is how a new standard for global intelligence is built.
Welcome to the future of supply chain intelligence.
This is only the beginning.
🚀 Welcome to SupplyGraph AI — Agentic Supply Intelligence Platform (v1.0 Launch)
This repository marks the first public release of SupplyGraph AI — an AI-native, graph-based intelligence platform designed to help enterprises, researchers, and developers understand, analyze, and act on complex global supply networks without requiring any proprietary data uploads.
This is not a traditional dataset or analytics tool.
It is a living, multi-tier, autonomous supply graph powered by intelligent agents.
🌍 What is SupplyGraph AI?
SupplyGraph AI connects and reasons over:
At its core, it sits at the intersection of:
It enables:
✅ Multi-tier (10+ levels) supply chain visibility
✅ AI-driven tariff & HTS / HS classification
✅ Compliance & duty calculation (including Chapter 99 / Section 301, etc.)
✅ Geographic & country concentration risk detection
✅ Single-country dependency analysis
✅ Alternative supplier & region substitution discovery
✅ Continuous global risk & disruption monitoring
✅ Auditable, explainable intelligence with traceable evidence
All without any supplier list uploads or proprietary data sharing.
📦 What’s included in v1.0
This initial release includes:
✔️ Complete platform & architecture overview
✔️ Official Agent-to-Agent (A2A) protocol specification
✔️ Detailed Getting Started guide
✔️ Full Agent Library taxonomy & documentation
✔️ Industry-specific use case mapping
✔️ Python SDK integration reference
✔️ SEO-optimized technical language for discovery
🔗 Main Documentation
https://github.com/SupplyGraphAI/supplygraph-ai
🔗 A2A Python SDK
https://github.com/SupplyGraphAI/supplygraphai_a2a_sdk
🌐 Official Website
https://www.supplygraph.ai/
🌐 GitHub Pages Documentation Hub
https://supplygraphai.github.io/supplygraph-ai/
🤖 Key Agent Groups
1. Automation & Efficiency Agents
Designed for operational efficiency, compliance, and research workflows:
2. Supply Graph & Risk Intelligence Agents
Designed for strategy, resilience, and systemic risk analysis:
Enterprise Supply Graph Visualization Agent
Multi-tier supply dependency map for any enterprise
Geographic Concentration & Dependency Agent
Identifies and quantifies region-level and single-country overexposure
Tier-1 Supplier Discovery Agent
Finds verified, lower-risk Tier-1 suppliers globally
Regional Substitution Recommendation Agent
Suggests alternative sourcing regions to reduce risk concentration
All agents follow the same standardized A2A lifecycle:
run → status → resultsThis makes them easy to orchestrate across enterprise systems, research environments, and multi-agent frameworks.
🌐 Live Interactive Agent Demos
Before integrating via API or A2A, you can experience the agents directly through live chatbots (powered by the same backend and logic as the A2A API).
To use the chatbot:
✅ Credits used in the chatbot are deducted in exactly the same way as A2A / API calls
✅ What you test here is exactly what you can integrate
❓ What problem are we solving?
Most companies cannot confidently answer questions such as:
SupplyGraph AI is built to answer these — with data, clarity and auditable proof.
👋 Who should use SupplyGraph AI?
Ideal for professionals and organizations operating across complex global networks:
If you’re responsible for strategy, risk, sourcing, or compliance,
SupplyGraph AI is built for you.
🤝 We are actively looking for
✅ Design partners to co-build next-generation supply intelligence
✅ Early adopters to deploy and validate real-world use cases
✅ Research collaborators in economics, policy & geopolitics
✅ Integration partners in A2A / MCP / Agentic ecosystems
If this resonates with your mission, let’s connect.
📣 Roadmap (Next Phases)
Phase 2
Phase 3
🌟 Get Involved
If this vision resonates with you, you can:
• ⭐ Star the repository
• 💬 Share feedback or start a discussion
• 🤝 Reach out for partnership or early access
• 🔧 Suggest features or open a pull request
📧 info@supplygraph.ai
🌐 https://www.supplygraph.ai
This is how SupplyGraph AI begins to grow.
And this is how a new standard for global intelligence is built.
Welcome to the future of supply chain intelligence.
This is only the beginning.