Software Platforms  and Ongoing Services

In addition to software and hardware products, Memorence AI also provides software platforms and services (including Software as a Service (SaaS) and Platform as a Service (PaaS)) that enterprises can use directly during daily operations.

These platforms support visual inspection, defect detection, document and data analysis, and enterprise knowledge management, and can be deployed in on-premise, cloud, or hybrid environments depending on operational needs.

Enterprises can access these capabilities through our systems as part of ongoing operational workflows, rather than one-time software delivery.

Data Acquisition Services

High-quality data is the foundation of reliable AI systems.

We provide data acquisition and preparation services for visually intensive and operation-centric environments, supporting image, video, and multimodal data collection from real-world manual processes.

• Visual data acquisition using M-Lens and compatible imaging systems

• Custom data collection workflows for complex or non-standard operational scenarios

• Data preprocessing, structuring, and conversion for AI training and analysis

These services enable customers to build AI systems with accurate, representative, and high-value data.

AI Research & Consulting Services

For applications with specific operational goals or domain constraints, we offer AI research, and consulting services.

• Artificial intelligence consultancy for domain-specific use cases

• Research and development of new AI-enabled products and workflows for enterprise customers

• Technical research and feasibility evaluation for advanced AI applications

• Machine vision and optical engineering consulting

These services help organizations adopt AI technologies that align with their operational realities and long-term objectives.

Enterprise AI Services

For enterprise-scale or mission-critical applications, we provide enterprise AI services that integrate software platforms, hardware systems, and operational workflows into a cohesive solution.

• Design and development of AI software systems

• System architecture design for scalable and modular deployment

• On-premise, edge, and hybrid deployment support

• Providing quality monitoring and inspection support services for manufacturing and industrial processes

• Model optimization, system tuning, and long-term performance maintenance

• Integration with existing enterprise systems and operational processes

Enterprise services are delivered through close collaboration to support long-term deployment, evolution, and expansion of AI systems.

Contact us to discuss enterprise-specific requirements.