These deployment options allow enterprises to access and operate Memorence AI software platforms as part of ongoing production and operational workflows.

Cloud & Hybrid Deployment 

Memorence AI supports cloud-based deployment architectures for centralized management, system coordination, and data aggregation.

Cloud deployment can be configured as private cloud or hybrid cloud environments, allowing enterprises to balance scalability with data governance and security requirements.

Depending on operational needs, cloud components may be used for model management, system monitoring, or cross-site coordination, while inference and sensitive data processing remain on-premise or at the edge.

On-Premise Deployment

Our solutions can be deployed entirely within the customer’s local environment, including on-site servers, industrial PCs, and production systems.

This deployment mode is suitable for applications requiring strict data isolation, low latency, or compliance with internal IT and OT governance policies.

All data, AI models, and system operations remain fully under customer control.

Edge Deployment

For real-time and low-latency applications, we supports edge deployment integrated with cameras, inspection systems, and production equipment.

AI models can be deployed on industrial PCs or edge computing devices, enabling stable operation even in environments with limited or no network connectivity.

Edge deployment ensures responsive performance for inspection, operational guidance, and safety-related scenarios.

Model Update & Control

Model updates and learning workflows can be managed locally or through controlled update mechanisms, depending on the selected deployment configuration.

Enterprises retain authority over when and how models are updated, ensuring operational stability, auditability, and controlled system evolution.

This approach supports both continuous learning and instant learning workflows without disrupting production operations.

Security & Governance

Deployment options are designed to align with enterprise security policies and industrial governance requirements.

System access, data storage, and update processes can be configured to meet internal IT and OT standards, supporting secure operation across distributed environments.

Deployment at Your Control

Our deployment is not constrained to a single architecture.

Systems can be deployed independently or combined across on-premise, edge, and cloud environments to meet evolving enterprise needs.