Research Initiative — Ongoing
IntelliBot
AI for more traceable engineering research
IntelliBot is an ongoing MindWaves research initiative exploring how AI can help technical teams connect evidence, test hypotheses, and keep engineering knowledge traceable.
Explore the research
Why it matters
Engineering knowledge is valuable, when it can be connected and tested.
Technical teams often work across reports, process descriptions, measurements, and expert context that live in separate places. IntelliBot explores how that knowledge can be structured and connected so it becomes easier to investigate, question, and validate.
The research challenge
The challenge is not simply generating an answer.
General-purpose AI can retrieve information and summarise documents. It does not, on its own, connect technical evidence into testable, traceable reasoning, that is the gap this research explores.
How IntelliBot is being explored
From evidence to testable research paths
The research combines established AI methods with domain knowledge and technical validation, step by step.
Structure evidence
Organise technical documents, data and results with their relevant context.
Connect domain knowledge
Relate engineering language to parameters, operating states and technical constraints.
Test the hypothesis
Compare potential relationships with references, measurements and simulations.
Research principles
Research that keeps people, evidence and responsibility connected
IntelliBot is guided by a simple principle: a plausible AI response is not enough, it must be traceable and tested.
Traceability
Keep suggestions connected to evidence, assumptions and context.
Validation first
Test proposed relationships against appropriate technical references.
Uncertainty awareness
Make limitations and confidence boundaries visible.
Human expertise
Engineers and researchers remain responsible for interpretation and decisions.
Controlled data use
Design for secure, governed and locally controlled technical environments.
Future direction
Research in progress. Built around real technical questions.
If successful, IntelliBot could help technical teams trace evidence more clearly, test hypotheses with more confidence, and keep human expertise at the center of every decision.
Talk to our innovation team