Next-Gen AI Platform

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.

DI.AI Platform
Industry Insights

Industry Pain Points

Three core challenges of supply-chain digital transformation — solved one by one by DI.AI Platform.

01
Pain Point

Too many systems, data fights itself

ERP, TMS, WMS… every system speaks its own language; formats clash and data is siloed.

How DI.AI Platform Solves It
MCP Standard Connectors

One unified interface plugs into mainstream systems and breaks down data silos.

02
Pain Point

Decisions by guesswork, exceptions caught too late

Cross-plant, cross-region data never lines up — exceptions surface only after customers are hit.

How DI.AI Platform Solves It
24/7 Event Bus + Unified Object Model

Real-time monitoring of orders, inventory and transport with automatic exception alerts.

03
Pain Point

AI doesn't speak the business, no one trusts it

General LLMs miss supply-chain vocabulary; decisions are opaque and unaccountable.

How DI.AI Platform Solves It
Domain Knowledge Base + Auditable AI Governance

Built-in supply-chain knowledge, full audit logs — every decision is traceable, controllable, explainable.

Platform Architecture

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 L1

Unified Object Model (Ontology)

Structures the truth of the business — relational graph of orders, cargo, vessels, slots and vehicles.

AI truly understands the business

Event Bus

Real-time event passing across Agents; every state change is instantly synced.

No missed exceptions, no broken chains

Governance Engine

Least-privilege access, audit logs, human-in-the-loop — compliant and controllable.

Use AI with confidence

Audit Log

Every action is traceable, every decision logged, ready for compliance review.

Enterprise trust, reduced risk
DI.AI Platform Foundation
Business Value

What value does DI.AI Platform deliver?

22 years of supply-chain delivery experience · rules across 55+ countries · 90+ scenarios captured.

0%
Average cost savings

Cost Reduction

Shift from IT to operating budget — pay per task, AI algorithms drive optimal supply-chain decisions.

0x
Response speed boost

Speed & Agility

Real-time adaptive execution — respond to events in seconds, not hours.

0%
End-to-end visibility

Full Visibility

End-to-end observability across TMS, WMS and financial settlement systems.

0%
Efficiency gain

Intelligent Automation

Beyond RPA — an AI workforce running closed loops from sensing to decision to action.

Security & Compliance

Technical Specs & Trust

Enterprise-grade security — a foundation you can rely on.

Deployment

Cloud SaaS (recommended) / on-premises for large enterprises

Data Security

AES-256 transport encryption, isolation aligned with MLPS 2.0 requirements

SLA

96.9% platform availability, 24×7 monitoring, 99.99% alert delivery

Compliance

SOC 2 Type II / ISO 27001 / GDPR alignment (roadmap)

Integration

MCP standard connectors / REST API / Webhook — seamless ERP/WMS/TMS integration

AI Models

Mainstream LLMs supported (Qwen / Wenxin / Google …) — pick your own or use defaults

Discover Deep-Insights AI products