ADASH Advisor

16.03.2026

Physics-based analysis. AI-powered understanding

ADASH Advisor is a new platform approach to machine analysis. It combines reliable, physics-based diagnostic logic with AI interpretation and assistance — so users get both trustworthy results and clear guidance. Not a black-box chatbot. Not a hard-to-use expert system. But a smarter combination of both.

In short

• Trusted diagnostic verdicts
• AI explanation and support
• Better usability for maintenance teams
• Stronger decisions from vibration data

Not AI instead of diagnostics. AI on top of diagnostics.

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ADASH Advisor: Physics First. AI Second. Finally, the Right Way to Use AI in Machinery Analysis.

The industrial world needs answers it can trust.

That is why ADASH Advisor represents a new generation of machine diagnostics: a two-layer approach that combines the reliability of physics-based analysis with the accessibility of modern AI assistance.

At the core of Advisor is not guesswork, and not a black-box language model. The diagnostic verdict is produced by clear analytical logic built on vibration diagnostics know-how, machine behavior, and real measurement requirements such as speed, point direction, spectral ranges, and limits. ADASH has long emphasized that reliable machinery diagnostics cannot depend on AI alone, because machines are too diverse and training data is never complete enough for fully autonomous fault diagnosis. That is why our expert systems have always been grounded in industry experience and analytical methods rather than AI hype.

This is the first layer: deterministic, physics-based diagnostic truth.

Advisor evaluates machine condition and fault severity using defined logic and required measurement context. It looks at what actually matters in vibration diagnostics and informs the user when important parameters are missing, because trustworthy diagnostics must be based on valid data, not on confident-looking assumptions.

Then comes the second layer: AI interpretation and assistance.

Once Advisor produces the result, AidyPRO helps the user understand it, explore it, and act on it. AidyPRO is not the source of truth. It is the intelligent assistant working above the result. It can explain the verdict, answer follow-up questions, help the user understand fault mechanisms, suggest what to check next, and guide less experienced personnel through the meaning of the analysis. It also works with relevant DDS tree context and Advisor analysis data, including machine structure, measuring points, axes, ranges, bearings or gears, recent values and trends, and notes where appropriate.

This is exactly where most AI approaches fail today.

A generic AI chatbot may sound convincing, but it usually lacks the structured diagnostic foundation, the machine context, and the measurement discipline required for industrial reliability. Traditional expert systems, on the other hand, can be precise but sometimes difficult for non-specialists to understand and use effectively.

ADASH Advisor removes the weaknesses of both worlds:

• It avoids the unreliability of AI-only diagnosis.
• It avoids the rigidity and communication limits of traditional expert tools.
• It keeps the verdict anchored in physics and validated logic.
• It adds AI where AI creates the most value: explanation, guidance, interpretation, onboarding, and user support.

This is why Advisor is more than a feature and more than a chatbot. It is a new platform approach. A platform where:

• the diagnostic engine remains trustworthy,
• the AI layer remains helpful,
• and the user gets both accuracy and usability at the same time.

For experienced diagnosticians, Advisor accelerates daily work. For maintenance teams without deep vibration expertise, it makes advanced diagnostics understandable and actionable. For industrial companies, it creates a scalable path between raw data and confident maintenance decisions.

ADASH has been developing vibration diagnostics tools and software since 1991, with direct customer feedback shaping product development and a long-term focus on practical reliability in the real world.

Advisor is the result of that experience — now expanded by AI in the right place, and in the right role.

Not AI instead of diagnostics. AI on top of diagnostics.

That is the ADASH way. And that is why Advisor is a genuinely new step forward in machine condition monitoring.

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