Private AI
Keep model execution and enterprise data within agreed access boundaries.
Customer problem
Music generation, video processing, digital humans and interactive AI demand more than model access. They need predictable scheduling, data flows, memory and security across different operating environments.
- 01ApplicationsAgents / Music / Video / Digital Human / Vision / Physical AI
- 02AI WorkloadsInference / Generation / Training / Streaming
- 03AIMPLE RuntimeScheduling / Orchestration / Memory / Security / Data
- 04AI InfrastructureGPU / CPU / Storage / Network · Cloud / On-premise / Hybrid
- 05Edge / PhysicalDevices / Sensors / Spaces / Human Interaction
Deployment models
On-Premise
Deploy around customer-controlled compute, networks and operating policies.
Hybrid
Coordinate workloads across private environments and cloud capacity.
Edge
Bring inference closer to devices and time-sensitive interaction.
AI Micro / Local Infrastructure
Scope a local AI environment around a site, team or bounded workload.
Core Infrastructure Capabilities
AI workload orchestrationGPU allocationInference / training workload managementModel deploymentMemory / resource managementData standardizationSecurity controlsHybrid and edge deployment
From operating requirements to deployment
Define the workload
Agree data boundaries, latency, capacity and operational ownership.
Design the deployment
Select runtime, compute and integration requirements for the target environment.
Validate in context
Evaluate representative workloads and acceptance criteria with the customer.
Plan operation
Agree monitoring, change management, support and rollout scope.
Enterprise AI
Private inference, agent workflows and hybrid AI deployment.
AIMPLE · AI Infrastructure Platform
AIMPLE provides the runtime, orchestration and infrastructure layer for deploying AI workloads across cloud, on-premise and edge environments.
Related Proof
Our application and deployment experience is the foundation of our infrastructure direction. Explore published projects, their context and the work behind them.
Digital Human · 2024
View Proof CasesAIMPLE 2.0 Digital Human Debut
CES 2024 — the LLM-based digital human platform goes public.
Conference · 2024AIMPLE 2.5 — MWM Conference
Proposing the future of AI and virtual artists at the MWM conference.
Web3 · 2023AIMPLE Studio Generative Broadcast
Virtual broadcast and digital human content production with Web3 support.