Enterprise solution work across gaming, internet, retail, finance, and manufacturing.
AgentBox · Enterprise edge AI
Deploy practical AI agents at the edge.
Geek Nexus brings hardware, cloud, models, and business workflows into one repeatable deployment environment for enterprise AI adoption.
Best fit Mid-sized enterprises with sensitive data and one repeatable workflow ready to improve.
Edge-first
Hybrid cloud
Enterprise ready
AGENTBOX CORE
System operational
01Edge hardwarePrivate compute
02Cloud servicesHybrid control plane
03Model runtimeLLMs + agent tools
04WorkflowsBusiness integration
EDGE ↔ CLOUDOne modular deployment layer
4integrated solution layers
01repeatable deployment kit
Built in Hong Kong
for enterprise deployment.
Why Geek Nexus
Enterprise cloud experience, applied to practical AI.
Founder-led by Huan (Cecelia) Shu, with nearly a decade across cloud, CDN, edge computing, AI solutions, and enterprise technology projects.
Meet the founderAWS SAA · Tencent Cloud TCP · Alibaba Cloud ACP, supported by hands-on solution delivery.
Global operations background with executive study in AI and digital business.
01 / Platform
From AI ambition to an operating system for deployment.
AgentBox standardizes the infrastructure and integration work required to move AI agents from isolated demos into real business operations.
A1Orchestration
01
Edge site & private dataCompute, files, sensors, and enterprise tools stay within the agreed boundary.
02
AgentBox control layerModels, tools, retrieval, policy, and human checkpoints run in one governed runtime.
03
Cloud & business systemsConnect managed services, CRM, ERP, knowledge, and APIs when the workflow requires them.
Architecture controls
- Encrypted connections
- Private or hybrid execution
- Observable runtime and policy
One control layer across edge and cloud.
Coordinate models, tools, data access, device health, and policy from a consistent runtime.
A2Privacy
Keep sensitive workflows closer to the data.
Support private and hybrid execution for latency, governance, and data residency needs.
A3Integration
Connect agents to the way your teams already work.
Package business systems, knowledge, approvals, and human checkpoints into deployable workflows.
02 / Client journey
From one workflow to a scalable deployment.
Each stage has a clear decision, deliverable, and success measure, so teams can validate value before expanding the deployment.
- 01Discover
Confirm the workflow, users, data boundary, business owner, and measurable success criteria.
- 02Pilot
Deploy one governed workflow with the required models, knowledge, tools, and human checkpoints.
- 03Prove
Review adoption, quality, latency, cost, security, and operational readiness against the agreed measures.
- 04Scale
Standardize the validated pattern across teams, locations, devices, or additional workflows.
03 / Scenarios
Designed for work that needs to get done.
Start with a focused business outcome, then expand the same deployment foundation across teams and locations.
Private enterprise knowledge agent
Secure retrieval, internal answers, document understanding, and governed access.
01Customer and employee service agent
Connect conversational AI with business systems, approvals, and escalation paths.
02Document and workflow automation
Turn repetitive professional-service processes into traceable agent workflows.
03Start with one practical workflow
Build your first AgentBox pilot.
Email hello@geeknexus.ai
30-minute fit review · one workflow · no obligation