M-Bot Industrial AI Chatbot.
M-Bot is delivering deterministic access to your company’s most valuable assets: decades of validated engineering and manufacturing knowledge buried in multiple document vaults. No hallucinations, on-premise, and with complete role-based enterprise-grade access to information.
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
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
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
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.
Frequently asked questions
What is M-Bot?
M-Bot is Maya HTT’s AI assistant concept for engineering and industrial operations. It is designed to help users retrieve knowledge, support decisions, automate repetitive work, accelerate workflows, and improve consistency across technical and operational environments.
What can M-Bot do for manufacturers and engineering teams?
M-Bot can help with knowledge search, engineering support, technical documentation access, troubleshooting guidance, workflow assistance, report drafting, maintenance support, quality workflows, and decision support across industrial operations.
How is M-Bot different from a standard chatbot?
M-Bot is built for industrial and engineering use cases. It can be connected to company knowledge, technical content, operational processes, and enterprise systems so it supports real work instead of only answering general questions.