Deep Insights DI.AI Platform
Unified Object Model · Standard MCP Connectors · Intelligent Orchestration · Trusted Governance
DI.AI Platform is the shared foundation of every Deep Insights AI Agent, providing a unified architecture for sensing, reasoning and action — turning AI Agents into true executors of the supply chain.

Industry Pain Points
Three core challenges of supply-chain digital transformation — solved one by one by DI.AI Platform.
Too many systems, data fights itself
ERP, TMS, WMS… every system speaks its own language; formats clash and data is siloed.
One unified interface plugs into mainstream systems and breaks down data silos.
Decisions by guesswork, exceptions caught too late
Cross-plant, cross-region data never lines up — exceptions surface only after customers are hit.
Real-time monitoring of orders, inventory and transport with automatic exception alerts.
AI doesn't speak the business, no one trusts it
General LLMs miss supply-chain vocabulary; decisions are opaque and unaccountable.
Built-in supply-chain knowledge, full audit logs — every decision is traceable, controllable, explainable.
Core Capabilities
Built on the Supply Chain Execution Cloud, DI.AI Platform + AI Agents form a new generation of supply-chain AI products.
DI.AI Platform Foundation
Layer L1Unified Object Model (Ontology)
Structures the truth of the business — relational graph of orders, cargo, vessels, slots and vehicles.
Event Bus
Real-time event passing across Agents; every state change is instantly synced.
Governance Engine
Least-privilege access, audit logs, human-in-the-loop — compliant and controllable.
Audit Log
Every action is traceable, every decision logged, ready for compliance review.

What value does DI.AI Platform deliver?
22 years of supply-chain delivery experience · rules across 55+ countries · 90+ scenarios captured.
Cost Reduction
Shift from IT to operating budget — pay per task, AI algorithms drive optimal supply-chain decisions.
Speed & Agility
Real-time adaptive execution — respond to events in seconds, not hours.
Full Visibility
End-to-end observability across TMS, WMS and financial settlement systems.
Intelligent Automation
Beyond RPA — an AI workforce running closed loops from sensing to decision to action.
Technical Specs & Trust
Enterprise-grade security — a foundation you can rely on.
Cloud SaaS (recommended) / on-premises for large enterprises
AES-256 transport encryption, isolation aligned with MLPS 2.0 requirements
96.9% platform availability, 24×7 monitoring, 99.99% alert delivery
SOC 2 Type II / ISO 27001 / GDPR alignment (roadmap)
MCP standard connectors / REST API / Webhook — seamless ERP/WMS/TMS integration
Mainstream LLMs supported (Qwen / Wenxin / Google …) — pick your own or use defaults
