Where AI Makes Sense (And Where It Doesn't).
AI delivers value only when applied with structure, governance, and domain understanding.
YES (High Value)
Knowledge Retrieval (RAG), Generative Option Exploration, Code Translation.
NO (High Risk)
Final Compliance Validation, Unverified Physics Calculations.
AI Capabilities
AI delivers real value in engineering only when it is grounded in data, aligned to workflows, and governed by human oversight. Our systems are built on three complementary architectural pillars.
Augmented Engineering
Human + AI Collaboration
AI designed to operate as a co-pilot—supporting engineers inside CAD and BIM environments without taking autonomous decisions.
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Real-time detection of rule violations and inconsistencies
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Context-aware design suggestions and optimizations
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Engineers remain accountable at every decision point
RAG-Based Engineering Intelligence
Grounded Knowledge
Retrieval-Augmented Generation systems grounded entirely in your private engineering data.
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Reads internal PDFs, specs, drawings, and model metadata
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Cited, verifiable answers with zero hallucination risk
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Instant access to institutional engineering knowledge
Agentic Engineering Systems
Goal-Driven Execution
Goal-oriented AI agents capable of executing structured, multi-step engineering workflows under defined constraints.
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Orchestrates tasks across CAD, CAE, and data systems
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Iterates based on simulation or validation results
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Escalates to engineers when judgment is required
Your IP, Protected
Private RAG Clusters
Data stored on-premise or within your private VPC (AWS / Azure)
Zero-Training Policy
Frozen or private models only—your data never trains public AI systems
Human-In-Loop Control
Agentic workflows require engineering sign-off at every critical decision node
Engineering-Grade Intelligence
Moving AI from experimental “chat” to production-ready engineering utility.
Proactive Real-Time Anomaly Prediction
Asset Performance Monitoring & Prediction
Live sensor integration and ML-driven trend prediction for temperature and pressure.
Proactive fault detection and reduced manual supervision through intelligent real-time alerts.
Guided, Error-Free FEA Setup
AI-Powered FE Analysis Assistant
An intelligent AI assistant that validates engineering inputs and adapts the simulation workflow interactively.
Error-free analysis execution and a significantly lower barrier to entry for junior engineers.
Zero Critical Specification Errors
Compliance BOT
An AI-powered "Compliance BOT" that performs automated design audits against complex rule sets.
Zero critical errors at final review and total adherence to global standards.
50x Faster Knowledge Access
RAG based Knowledge Retrieval
A custom RAG-based AI system that "reads" your technical archives to answer complex queries.
50x faster data retrieval, turning static archives into an interactive, searchable knowledge base.