Browser-Native AI • Millisecond Training • Zero Cloud

    Machine Learning That Runs Where You Need It

    Deploy AI directly in the browser with instant training, minimal data requirements, and complete privacy. No servers, no GPUs, no Python—just fast, explainable intelligence.

    What Makes AsterMind Different

    Built for teams who need AI without the infrastructure overhead

    Millisecond Training

    Closed-form learning with ELM/KELM enables instant model adaptation—train in browser, deploy in seconds, iterate in real-time within sprint cadences.

    Privacy-Preserving

    All learning happens on-device in the browser. No cloud, no servers, no data transfer— perfect for sensitive workflows and regulated environments.

    Explainable AI

    Deterministic math, Transfer Entropy metrics, and symbolic event logs provide full transparency—know why and how your models make decisions.

    Our Products

    Purpose-built AI tools for modern development teams

    AsterMind-ELM Community Edition

    Free, open-source Extreme Learning Machine library delivered via NPM. Train models in milliseconds directly in the browser with minimal data requirements and complete explainability.

    Open SourceBrowser-NativeNPM Package

    AsterMind-ELM Pro

    Enterprise-grade ELM platform with advanced features including Kernel ELM (KELM), online learning, ensemble methods, and priority support. Built for production-scale deployments.

    Enterprise SupportAdvanced FeaturesProduction Ready

    AsterMind-ELM Premium

    A cybernetic organism for continual learning: self-regulating AI architecture with neural-style learning, homeostatic feedback control, and symbolic interfaces for human-in-the-loop adaptation. Detects drift, requests labels, learns on-the-fly.

    Novelty DetectionOnline LearningSymbolic Control

    Complete Out of the Box Solutions

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

    AsterMind-ELM 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-ELM Resiliency Sidecar (ARS)

    A privacy-preserving, browser-native sidecar that detects UI/schema drift and re-maps fields to canonical schemas using instant closed-form learning—no servers, no GPUs.

    Schema NormalizationSelf-HealingRPA Resilience

    AsterMind-ELM 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

    AsterMind-ELM ETL

    Intelligent schema mapping for adaptive data pipelines. Add machine-learning intelligence on top of any ETL platform—automatically learn relationships, detect drift, and adapt in real-time to reduce workload by 90%.

    Schema MappingDrift DetectionAuto-Adaptation

    AsterMind-ELM Universal Translator

    Cross-domain AI translation powered by Radial Starfish and ELM. Translate internal states, patterns, and signals across any domain—from sensor data to predictions, signals to symbols, patterns to meaning.

    Cross-Modal LearningDomain TranslationUniversal Interface

    Build Smarter, Think Faster

    Ship AI-backed capabilities faster with minimal data, rapid iterations, and no ML team required. Let AsterMind handle the heavy lifting.