"Guangming Ding"
Intelligent Command System
Under the extreme pressure of 544,000 transactions per second, the division of labor between human wisdom and machine intelligence becomes critically important — giving rise to a hyper-scale human-machine symbiosis paradigm.
01 · The Challenge
Centralized command in a massive organization: During Alibaba's Double 11 and other major campaigns, the CEO, CTO, and senior decision-makers converge at the "Guangming Ding" command center for global coordination.
This is a hyper-scale battlefield carrying hundreds of billions in transaction volume. Decision-makers must simultaneously manage full-chain optimization and real-time incident response — at peak throughput.
02 · The Solution
Human-Machine Collaborative Command Platform
The Guangming Ding system is used by CEOs, CTOs, CROs, and senior leadership during Double 11 and major operations. It provides real-time decision support for leadership and enables global teams to respond rapidly in coordination.
03 · Philosophy — Human-Machine Co-governance
Temporary Role Transformation
Human-human-machine-machine roles shift dynamically. The normally hierarchical structure temporarily transforms into a "work together" centralized mode. Full-domain situational awareness, layered information, multi-agent clusters, AI self-healing — humans focus on strategic-level decisions.
04 · System Blueprint
Architecture Layers
A complete chain from data fusion to collective intelligence.
Human-Machine Interface
Intent alignment ensures AI stays synchronized with organizational goals.
Collective Intelligence
Humans focus on counterfactual reasoning and value judgments under uncertainty.
Data Fusion
Full-domain data synchronized in real time with unified data services.
Machine Intelligence
Multi-agent system forms the organizational reflex arc — autonomously handling deterministic decisions.
05 · Capabilities
Full-Domain Situational Awareness
Penetrates 100+ systems — from preparation and stress testing to peak traffic — with real-time customer voice monitoring and emergency response.
Human-Machine Co-decision
AI performs root-cause analysis and generates multiple optimal action plans. Humans make the final call. A closed loop of execution + experience accumulation.
Multi-Agent Network
Monitoring / diagnosis / remediation / operations agents collaborate across departments. Division of labor: human strategy → agent action.
Crisis Scenario Binding
Pre-configured response strategies for 150+ risk scenarios. When an incident triggers, the system activates the corresponding playbook at machine speed.
06 · Evolution Path
Data Unification
Break down data silos and establish a unified situational picture.
Intelligent Early Warning
Introduce AI algorithms for risk prediction and diagnosis.
Co-Evolution
Multi-layer capability stacking — perfecting human-machine co-governance.
07 · Impact
Before Double 11, the intelligent algorithm surfaced 150 potentially failing applications. Through real-time throttling decisions, full-system stability was guaranteed. Guangming Ding completed a paradigm revolution: validating a new human-machine collaboration paradigm, breaking the limits of traditional management, reshaping organizational form.
08 · Sustainability
Ongoing incentives for technical and business teams, VVIP executive salons for leadership, and deep integration with cutting-edge business scenarios — including deep collaboration with DAMO Academy.
