Hybrid-cloud, CDN, security, and cross-border acceleration programs for leading RPG and mobile-game teams.
Enterprise AI agents · edge + hybrid cloud
Move one governed AI workflow into production.
Geek Nexus helps enterprise teams connect models to private data, existing systems, approvals, and day-to-day operations through one repeatable deployment path.
Private by design
Connected to existing systems
Built to scale
Designed for CTOs, CIOs, digital-transformation leaders, and operations owners who need measurable value without giving up governance.
Founder-led delivery
Cloud depth with commercial execution.
Huan (Cecelia) Shu brings nearly a decade of enterprise cloud, CDN, edge-computing, and AI solution experience to Geek Nexus. Her work spans architecture discovery, cross-functional delivery, commercial negotiation, and customer adoption across gaming, 3C electronics, consumer, finance, and connected-hardware scenarios.
Model API, AI service workflow, and cloud-integration projects for a leading 3C and electronic-hardware enterprise.
Acceleration, security, IoT, and data-workflow programs for major consumer brands, multi-site retail, and smart-device businesses.
Solutions
Three practical places to start.
Each solution begins with one bounded workflow and includes the data, integration, governance, and operating requirements needed for real use.
01KNOWLEDGE
Private enterprise knowledge agent
- Governed retrieval across internal documents
- Role-aware answers with source traceability
- Private or hybrid execution options
For teams that need reliable internal answers without moving sensitive knowledge into an uncontrolled public workflow.
02SERVICE
Customer and employee service agent
- CRM, ticketing, knowledge, and API integration
- Approvals, escalation, and human handoff
- Quality, latency, and usage monitoring
For service teams that want faster resolution while preserving accountability and a clear path to human support.
03OPERATIONS
Document and workflow automation
- Document intake, extraction, and validation
- Traceable multi-step agent workflows
- Exception handling and human checkpoints
For operations teams that need to reduce repetitive professional work without creating an ungoverned black box.
Ideal customer profile
Built for teams with a real workflow to improve.
The strongest starting point is not a broad AI ambition. It is a named business owner, a bounded workflow, and a result the team can measure.
Sensitive or regulated dataRepeatable, high-volume workflowExisting knowledge base, CRM, ERP, or APIsNamed business and technical owner
Define where data lives, who can use it, and how every action is traced.
Set quality, time, cost, adoption, and risk targets before the pilot begins.
Design approvals, exceptions, monitoring, and ownership into the workflow.
Start with one practical workflow
See whether AgentBox fits.
Bring one workflow, its users, and the systems it touches. We will help frame the data boundary, pilot scope, and measures for a go-or-no-go decision.