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    Cybernetic AI • Self-Learning • Instant Training • Cloud or Local • No LLM Required

    Self-Learning Cybernetic AI Platform That Adapts Automatically

    AsterMind is an AI Platform with Cybernetic AI components that trains instantly, is self-learning and adapts automatically to changes in its environment. It is always up to date, runs in the cloud or locally without internet access and can improve the use of current AI solutions dramatically.

    Not a static AI model—a self-adapting AI solution with Cybernetic elements that solves problems LLMs cannot. Use AsterMind in RAG Solutions, Data Pipelines, Live data streams and more.

    AsterMind AI Cybernetic Platform

    A new class of AI systems combining machine learning with cybernetic control principles

    AsterMind AI Cybernetic Platform Architecture - showing Business Solutions layer with Intelligent RAG, Intelligent Data Pipeline, and Your Solution; the Cybernetic Core with Instant Self-Learning, Auto-Adaptation, High Performance, and Explainable AI; and Data Sources including Corporate Content, LLMs, Real-time Data, and APIs

    Business Solutions

    Intelligent RAG, Data Pipelines, and custom domain-specific AI solutions built on top of the cybernetic core.

    Cybernetic Core

    The self-learning engine providing instant training, auto-adaptation, high performance, and explainable AI capabilities. The Cybernetic Core runs in the cloud as a service or locally within your own infrastructure.

    Data Sources

    Connect corporate content, LLMs, real-time data streams, and APIs seamlessly through unified integrations.

    What Makes AsterMind Different

    Cybernetic AI that combines machine learning with control principles

    Instant Training

    Train in milliseconds, not hours or days. No GPU infrastructure required. Closed-form learning enables instant model adaptation with real-time iteration.

    Self-Learning & Adaptive

    Continuously learns and adapts automatically to changes. Persistent state tracks conditions, detects drift, and adjusts behavior without retraining.

    Cloud or Local

    Runs in the cloud or locally without internet access. Bounded autonomy enables coherent operation even when disconnected from centralized resources.

    4-5x Reduction in LLM Calls

    Achieve higher benchmark scores with dramatically fewer model invocations. Selective AI coordination reduces costs while improving accuracy.

    Privacy-Preserving

    On-device learning with zero data transfer. Reduced external data transmission with clear separation between internal state and external resources.

    Auditable & Explainable

    Bounded decision pathways with full transparency. Clear attribution of outcomes to inputs and control decisions for governance and compliance.

    AsterMind AI Cybernetic Platform

    An AI Enterprise Development Solution that enables development teams to create advanced AI business solutions.

    Enterprise AI That Adapts in Real-Time

    AsterMind Advanced AI serves as a complementary intelligence and control layer that reduces load on centralized AI infrastructure, improves responsiveness at the edge, and enables secure, autonomous operation in constrained or high-stakes environments.

    RAG Solutions

    Context retention with selective model invocation

    Data Pipelines

    Schema-aware ETL with automatic drift adaptation

    Live Streams

    Real-time processing with adaptive handling

    Edge Deployment

    Local intelligence under connectivity constraints

    Cybernetic ControlPersistent StateSelf-RegulatingAlways Up-to-Date

    Developer Tools & Libraries

    Browser-native ELM technology for development teams

    AsterMind-ELM Community Edition

    Free & Open Source

    Complete Extreme Learning Machine library via NPM with 21+ ELM variants, RAG pipeline, synthetic data generation, and enterprise features.

    Open SourceMIT License21+ ELM Variants

    Complete Out of the Box Solutions

    End-to-end AI solutions ready to deploy in your infrastructure

    AsterMind Universal Translator

    Intelligent Universal Adapter for ETL

    Cross-domain AI translation and intelligent schema mapping powered by the Intelligent Adaptive Engine and ELM. Translate signals across any domain, automatically learn data relationships, detect schema drift, and adapt pipelines in real-time—reducing ETL workload by 90%.

    Cross-Modal LearningSchema MappingDrift Detection

    AsterMind RAG

    Browser-native, closed-form AI stack for retrieval, reranking, and summarization. Built on ELM/KELM with deterministic processing, Transfer Entropy controls, and millisecond training—fully offline with complete explainability.

    Document IntelligenceRAG PipelineZero Latency

    AsterMind Synth

    Privacy-preserving synthetic data generation using ELM technology. Generate statistically accurate test data, train models, and share data without privacy concerns—instant generation with GDPR compliance.

    Synthetic DataPrivacy-FirstInstant Generation

    Frequently Asked Questions

    Everything you need to know about AsterMind

    Ready to Transform Your AI Infrastructure?

    Reduce LLM API costs by 4-5x while improving accuracy. Deploy AI that adapts automatically to your changing environment.