mQ 3.6 Update: measureQuick 3.6 introduces AI Assist, a new voice and text diagnostic tool that analyzes live measurement data using a proprietary AI engine. AI Assist goes beyond the pattern-matching approach described in this article. See AI Assist: Voice and Text Diagnostics for the full guide.
mQ Assist is measureQuick's context-aware AI diagnostic assistant, introduced as a core feature in version 3.5. It analyzes your live measurement data in real time and provides diagnostic suggestions based on the relationships between readings, not just whether individual numbers fall inside or outside a target range.
This is a different kind of analysis than static pass/fail. The pass/fail system (covered in Fault Types: Minor vs Major) evaluates each measurement against its individual threshold. mQ Assist looks across measurements to identify patterns that a threshold check alone would miss.
For example: low superheat combined with normal subcooling on a TXV system might suggest restricted airflow rather than an overcharge. A static pass/fail check would flag low superheat and stop there. mQ Assist considers the relationship between superheat, subcooling, evaporator saturation temperature, and airflow indicators to suggest a more specific root cause.
mQ Assist is not general-purpose AI. It is specifically built for HVAC diagnostics, trained on the measurement relationships and fault patterns that matter in residential heating and cooling systems.
| Feature | Pass/Fail (pf_ subsystems) | mQ Assist |
|---|---|---|
| What it evaluates | Each measurement against its individual target range | Relationships between multiple measurements |
| Output | Pass, Fail, or NULL per subsystem | Contextual text guidance explaining what the readings suggest |
| When it runs | Continuously, as data comes in | Activates when enough data is present to form a diagnostic picture |
| Technician interaction | Override flag (accept or change the result) | Read the guidance, apply your judgment, take action |
| Historical data | Stored as pf_ columns in the test record | Guidance is live; not stored as structured data |
Pass/fail and mQ Assist work together. Pass/fail gives you the binary status of each subsystem. mQ Assist tells you what the combination of statuses and measurement values might mean.
mQ Assist is enabled by default on measureQuick v3.5 and later. To verify or change the setting:
If your company uses Company-Wide Settings (see Company-Wide Settings), mQ Assist may be controlled at the company level by an administrator.
Settings screen showing the mQ Assist toggle in the On position
mQ Assist activates during live diagnostic workflows. Start a project and select the appropriate workflow:
Connect your Bluetooth probes and begin streaming data into measureQuick.
Active diagnostic workflow with probes connected and live data streaming
mQ Assist does not provide guidance immediately. It waits until enough measurement data is present to form a meaningful diagnostic picture. The activation threshold depends on the workflow type:
You do not need to do anything special to trigger mQ Assist. It monitors the incoming data stream and activates when the data set is rich enough to analyze.
When mQ Assist has a suggestion, it appears on the diagnostic screen as a contextual message. The guidance is specific to your current readings. Examples of the kind of output you might see:
mQ Assist guidance panel showing a diagnostic suggestion based on current live readings
The guidance directs your attention to the most likely root cause and suggests a diagnostic next step. It does not tell you to perform a repair. It tells you where to look.
mQ Assist provides suggestions, not commands. The technician makes the final decision. Reasons you might not follow the suggestion:
mQ Assist is a diagnostic aid. It accelerates troubleshooting by surfacing relationships between measurements that take experience to recognize. It does not replace the technician's assessment of the specific situation.
measureQuick 3.6 introduces AI Assist, a separate feature from the mQ Assist described in this article. Both analyze diagnostic data, but they work differently and serve different roles.
| mQ Assist (this article) | AI Assist (3.6) | |
|---|---|---|
| How it works | Pattern-based diagnostic guidance using pass/fail flags and known fault patterns | Proprietary AI engine that analyzes live measurement data in real time |
| Interaction | Passive - displays contextual suggestions on the diagnostic screen as data comes in | Active - supports voice interaction (via mic) and text chat; you ask questions and get responses |
| Output | Contextual text guidance tied to measurement relationships | Structured analysis covering what the system is doing, what it means, what to check or do, and how to explain it to the homeowner |
| Homeowner explanation | Not included | Generates plain-language explanations suitable for presenting to customers |
| Scope restrictions | HVAC diagnostics only | Restricted to measureQuick and HVAC topics; refuses off-topic queries (e.g., "nearest Taco Bell" will be politely declined) |
| Data access | Analyzes measurement streams during the active session | Has access to all current measurement data on the screen without requiring manual input |
| Availability | All tiers (free and Premier) | Premier Services (mQ+ interface) |
| Interface | Built into the diagnostic screen | Accessible via the mic button in the mQ+ Navigation Drawer |
mQ Assist continues to work as described in this article. AI Assist is an additional capability for Premier Services subscribers using the mQ+ interface. For the full guide to AI Assist, see AI Assist: Voice and Text Diagnostics.
YouTube (measureQuick): (1,312 views, 12:26). September 2024 feature overview including mQ Assist demonstration alongside the BluVac 3.0 and Grid View updates
YouTube (measureQuick): (895 views, 0:59). Quick overview of the Grid View and mQ Assist features introduced in measureQuick 3.0
YouTube (measureQuick): (4,695 views, 9:22). How measureQuick's diagnostic engine works under the hood, including the analysis that powers fault detection and contextual guidance
YouTube (measureQuick): . Jim Bergmann explains how measureQuick "significantly expanded the troubleshooting ability of the measure application" by analyzing measurement relationships
Check that you have enough probes connected and streaming data. mQ Assist needs a sufficient data set to analyze. If you are in a quick test with only a manometer, the guidance will be limited because there are fewer measurement relationships to evaluate. Also verify the feature is enabled in Settings.
mQ Assist works from measurement data. If the probes are misplaced, the system has not stabilized, or there is a condition that instruments cannot detect (visual damage, unusual installation), the guidance may not match reality. Use the suggestion as one input alongside your own observations.
Yes. mQ Assist works in Demo Mode, which makes it useful for classroom training and self-study. Trainees can see how the AI responds to different measurement scenarios without being on a live system. This is one of the ways companies use Demo Mode for in-house training.
No. mQ Assist is available on all tiers as of 2025. It does not require a Premier Services subscription or any add-on purchase.
They are separate features. The AI System Profiler uses your phone's camera to identify equipment make, model, and refrigerant type from photos of the equipment label. mQ Assist analyzes live diagnostic measurement data and provides troubleshooting guidance. The Profiler helps you set up the project. mQ Assist helps you interpret the results.
Prerequisites (complete these first):
Follow-up articles (next steps after this one):
Related in other domains:
If you get stuck or this article does not answer your question: