Industrial AI with Long-Term Memory

Connect historical operations to real-time decisions.

MemU equips industrial AI agents with persistent memory of machine logs, maintenance records, operator instructions, and production outcomes. This enables more accurate diagnostics, predictive maintenance, and smarter workflow optimization, reducing downtime and improving overall operational reliability.

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What a Long-Term Memory Industrial Agent Can Do

Preserve Machine Histories: Store error logs, maintenance activities, and operational parameters for comprehensive diagnostics.
Enable Predictive Maintenance: Compare new data against historical patterns to anticipate failures before they occur.
Optimize Production Processes: Recall prior workflows, batch details, and operator feedback to improve consistency and efficiency.
Prevent Repeated Errors: Identify recurring issues and recommend corrective actions based on accumulated memory.
Evolve with Each Cycle: Adapt to changing conditions as more operational data is captured over time.

Unlock MemU Across Different AI Applications

MemU's long-term memory capabilities aren't limited to AI companions. They can power a variety of AI products, helping them remember interactions, learn from past behavior, and deliver smarter, more adaptive experiences.

AI companion

Make AI companions remember, learn, and interact better over time.

Knowledge Management

Organize and retrieve structured information efficiently, helping AI systems provide consistent and informed answers.

Skills.md (Coding Logs Analysis)

MemU helps coding agents analyze past development and deployment logs to learn from successes and failures.

Gaming & Interactive

Let AI remember player actions and choices, creating richer and evolving gameplay experiences.

Creation Assistants

Maintain style, track ideas, and suggest improvements based on prior drafts and creative work.

Multimodal Applications

Process diverse content types (documents, images, videos) into unified memory.

Education Agent

Track student progress and personalize lessons based on historical learning data.

Financial Agent

Preserve historical financial data to support more accurate analysis, personalized insights, and consistent risk evaluation.

Vibe Coding

Maintain project context and development history to deliver more adaptive interactions and a smoother, continuous coding experience.

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Start Building Smarter Industrial AI Today

Experience MemU’s long-term memory capabilities instantly on our cloud platform. Integrate easily with your AI products and see how persistent, self-evolving memories can make your AI more intelligent and responsive.

Response API

Response API combines LLM output, memory store, memory retrieval, and context assembly into one request. With Response API, you can build agents that understand users over time without managing separate steps or extra logic.

Memory API

Memory API gives developers full control over long-term memory. Store, retrieve, search, and manage structured memory through flexible endpoints that plug directly into your LLM workflow. Build agents that evolve over time — exactly the way you design them.

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Startup-Friendly Free Plan

Get started quickly with MemU’s free plan for startups. Perfect for small teams building memory-driven AI applications or experimenting with AI products that benefit from long-term memory. Enjoy the full power of MemU’s memory capabilities without upfront costs.

Free access to Response API and Memory API with limited usage.
Easy onboarding for teams and fast integration into your AI projects.
Ideal for experimenting, prototyping, and validating long-term memory in your AI applications.

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Start Building Smarter AI Today

Explore MemU and see how long-term memory can enhance your AI projects. Begin creating AI that remembers, learns, and adapts.

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