M-Bot AI Assistant.

The private AI chatbot that understands engineering data, not just text: built for tables, plots, simulations, and equations

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Solve engineering problems

Maya HTT’s M-Bot is not the average chatbot.

Much more than a simple RAG-based chatbot, M-Bot is an engineering and manufacturing assistant built to work with real industrial artifacts.

M-Bot is designed to provide engineering decision support, not just general Q&A.

Key capabilities

M-Bot has a native understanding of:

  • High-density engineering data tables
  • X-Y plots and parametric curves
  • Context from 2D/3D simulation color plots (FEA, CFD, thermal, EM, structural)
  • Governing equations, boundary conditions, and assumptions

Actionable insights

  • Explain why results behave as they do
  • Cross-reference plots with equations and source data with links to original sources
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Industrial-grade technical knowledge

M-Bot’s retrieval-augmented generation (RAG) architecture is built for industrial-grade technical knowledge and tuned for:

  • Large technical datasets
  • Versioned engineering documents
  • Simulation outputs, test reports, and calibration data

Use M-Bot with a range of industrial data:

  • CAD/CAE metadata
  • Tabular numerical datasets
  • Engineering standards, internal design rules, and test procedures

Deterministic traceability:

  • Every answer links back to exact source data
  • Clear citation to tables, plots, and equations

 

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Fully private, full control

Your data never leaves your infrastructure. Period.

  • 100% local deployment
  • Zero data leaks
  • Full IP control

M-Bot is deployed on-premise or in your private cloud infrastructure to give you full control.

  • No cloud calls
  • No external APIs
  • Air-gapped compatible

M-Bot runs on:

  • On-prem GPUs
  • Secure private servers
  • Classified or export-controlled environments

IP and compliance ready:

  • ITAR / EAR
  • ISO 27001 environments
  • Internal cybersecurity governance

You own:

  • The embeddings
  • The knowledge base
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Engineering impact and productivity gains

M-Bot acts as a persistent engineering AI assistant delivering measurable benefits for engineering, design, and analysis.

High-value use cases

  • Faster design reviews
  • Reduced simulation rework
  • Faster root-cause analysis
  • Knowledge transfer from senior engineers

Quantifiable outcomes

  • Less time spent searching technical data
  • Fewer invalid design iterations
  • Faster onboarding of junior engineers

Engineering augmentation

Engineers can focus on high value complex tasks instead of being slowed down by long searches and wrong sources.

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Curious about how Maya HTT can help you?

Let’s explore better solutions together.