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AI for industrial equipment service

Enable your team to solve problems faster—from call centers to dealer networks.

JLG
Makino
Sandvik
Comfort Systems USA
Gilbarco Veeder-Root
Hypertherm white logo
Terex

Common service challenges in the industrial equipment sector

Aquant AI helps overcome these challenges through predictive maintenance, workforce upskilling, and faster access to service insights—empowering every team member to perform like your top expert.
Disconnected data sources feeding into a chart labeled insufficient data, illustrating fragmented service information.

Scattered and siloed service data

Workforce trend chart showing experience increasing over time while knowledge levels decline.

Aging workforce and growing technician skills gap

Customer profile card with star ratings and feedback icons representing elevated service expectations.

Increasing customer expectations

Rising cost of service operations

Real results
from Terex

“The quicker we can support the dealer, the quicker we can fix the customer machines on-site. Aquant enables that.”

Wallace Mahaffy
Technical Training Manager

Key benefits of Aquant for industrial equipment service

Field technician wearing a safety vest inspecting underground industrial equipment while holding a tablet.

Improve first-time fix rates

Enhance service efficiency by equipping teams with AI-driven insights.

Reduce resolution costs

Lower operational expenses through optimized troubleshooting.

Accelerate time to competency

Speed up training and onboarding with accessible knowledge bases.

Build trusted data sources

Establish reliable data repositories for informed decision-making.

When your entire team performs like the top 20% of the workforce, you can attain:

28%

Reduction in service costs

4x

Faster resolution time

3x

Fewer visits per asset per year

The Field Service Benchmark Hub

Best in class service teams achieve a 39% faster resolution time when using AI-powered solutions like Aquant’s Agentic AI.

Upward trend representing annual growth for Benchmark.

39%

Faster Resolution Time

Scale smarter service with Aquant.

Aquant combines service domain expertise with total flexibility, adapting to your people, processes, and equipment to deliver expert results across your entire operation.

The highest trust and security standards

security standard logos

FAQ

The agentic AI platform built for your entire service team

Does Aquant work if I don’t know the exact problem yet?

Yes. Aquant can help you ask better questions. It suggests clarifying questions based on past cases to guide you toward the root cause, even when the issue isn’t obvious.

Do I have to use a mobile app?

No. If your hands are full, you can just call in. Aquant offers a voice-enabled assistant that understands your service questions and responds with conversational, guided instructions to solve problems fast.

What can Aquant do to help me in the field?

Aquant gives you step-by-step troubleshooting guidance, relevant repair history, and access to manuals and schematics, all tailored to the asset you’re working on. You ask a question, and it helps you get to the root cause of the issue, fast.

Can it help new or less experienced team members?

Absolutely. Aquant levels the playing field by surfacing expert knowledge and guiding less experienced agents through the same process a senior expert would take without rigid scripts.

How does Aquant know what answer to give?

Behind the scenes, Aquant analyzes your question for intent and selects the most relevant AI agent, like suggesting parts, identifying error codes, or pulling up similar past cases.

How does Aquant help technical support teams?

It understands complex service questions and gives you instant access to verified answers, troubleshooting steps, and relevant case history without having to search through long documents or past tickets.

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Can we benchmark our performance with Aquant AI?

Yes. Aquant benchmarks your teams, regions, and individuals against internal best performers and against industry peers where relevant, helping you identify outliers and best practices.

What types of data or dashboards does it provide?

You get:

  • Technician and team scorecards
  • Product and asset performance insights
  • Parts usage trends
  • Cost leakage analysis
  • Upskilling opportunity reports
What is Aquant AI for Service Leaders?

AI for Service Leaders is Aquant’s analytics engine that transforms your service data into clear, actionable intelligence. It highlights where you’re leaking efficiency, which teams or regions need upskilling, and which products are driving cost.

How does Aquant ensure compliance in regulated industries like med tech?

All AI outputs are auditable and explainable. You can trace any recommendation back to the source, and apply strict guardrails to ensure compliance with internal and industry standards.

Can we customize Aquant for our products and teams?

Yes. Aquant is fully configurable by product line, region, technician level, and more. It adapts to your workflows rather than forcing you into a template.

How fast can we expect results?

Most teams see measurable improvements in KPIs like first-time fix rate, mean time to resolution, and customer satisfaction within weeks of go-live.

Does Aquant work if I don’t know the exact problem yet?

Yes. Aquant can help you ask better questions. It suggests clarifying questions based on past cases to guide you toward the root cause, even when the issue isn’t obvious.

How does Aquant know what answer to give?

Behind the scenes, Aquant analyzes your question for intent and selects the most relevant AI agent, like suggesting parts, identifying error codes, or pulling up similar past cases.

Can it help new or less experienced team members?

Absolutely. Aquant levels the playing field by surfacing expert knowledge and guiding less experienced agents through the same process a senior expert would take without rigid scripts.

Do I have to use a mobile app?

No. If your hands are full, you can just call in. Aquant offers a voice-enabled assistant that understands your service questions and responds with conversational, guided instructions to solve problems fast.

How does Aquant help technical support teams?

It understands complex service questions and gives you instant access to verified answers, troubleshooting steps, and relevant case history without having to search through long documents or past tickets.

What can Aquant do to help me in the field?

Aquant gives you step-by-step troubleshooting guidance, relevant repair history, and access to manuals and schematics, all tailored to the asset you’re working on. You ask a question, and it helps you get to the root cause of the issue, fast.

Can we customize Aquant for our products and teams?

Yes. Aquant is fully configurable by product line, region, technician level, and more. It adapts to your workflows rather than forcing you into a template.

What types of data or dashboards does it provide?

You get:

  • Technician and team scorecards
  • Product and asset performance insights
  • Parts usage trends
  • Cost leakage analysis
  • Upskilling opportunity reports
What is Aquant AI for Service Leaders?

AI for Service Leaders is Aquant’s analytics engine that transforms your service data into clear, actionable intelligence. It highlights where you’re leaking efficiency, which teams or regions need upskilling, and which products are driving cost.

How fast can we expect results?

Most teams see measurable improvements in KPIs like first-time fix rate, mean time to resolution, and customer satisfaction within weeks of go-live.

How does Aquant ensure compliance in regulated industries like med tech?

All AI outputs are auditable and explainable. You can trace any recommendation back to the source, and apply strict guardrails to ensure compliance with internal and industry standards.

Can we benchmark our performance with Aquant AI?

Yes. Aquant benchmarks your teams, regions, and individuals against internal best performers and against industry peers where relevant, helping you identify outliers and best practices.

Can Aquant's voice AI trigger multiple things at once, like creating a CRM case and handing over to a human expert?

Absolutely!  Roger (Aquant's voice AI) is capable of triggering multiple tasks simultaneously. For example, it can interact with agents built within Aquant’s Agent Studio, third-party agents, or even various third-party MCP tools. It can also connect to a wide range of backend systems through Aquant’s connectivity platform. This means the agent can not only read information from these systems but also modify it as needed. In other words, it’s fully equipped to handle multiple workflows at once, making it really flexible for your needs.

Can Aquant's voice AI authenticate callers so that only pre-authorized individuals can get through?

Yes, absolutely! There are a couple of ways to handle authentication. One method is using Roger (Aquant's voice AI) directory of authorized callers, where Roger checks incoming calls against that list and rejects unauthorized ones with a customizable message. Additionally, Roger can also integrate with external identity providers to verify if a caller is authorized. This means it can reach out to these external systems to confirm caller identity before letting them through. All of this is configurable and the caller info can be passed along to downstream CRM tools if you have those set up. This should help ensure only the right callers get through!

Is Aquant multi-modal?

Absolutely. Aquant is multimodal in several important ways. Users can interact with it using text, voice, files, and images. Aquant can ingest and reason over complex enterprise content like service manuals, logs, spreadsheets, schematics, tables, images, videos, and even handwritten notes embedded in documents. Outputs are generated by reasoning across all of that content, not just text. And beyond UI-based interaction, Aquant also supports voice AI via phone calls, which adds an entirely new interaction modality for service use cases. So we are multimodal at the input layer, content layer, and interaction layer.

Can Aquant help onboard technicians and get them “field-ready” faster?

Yes. Aquant can accelerate onboarding with a dedicated Training Agent that supports technicians before and during live jobs. It can:

  • Walk new techs through common procedures and troubleshooting flows
  • Provide scenario-based practice (symptom → diagnosis → resolution) using real historical cases
  • Quiz for understanding and reinforce best practices
  • Recommend learning paths based on gaps (e.g., error codes, parts handling, safety steps)
    This helps standardize how techs learn and reduces reliance on a small number of senior experts.

Still have questions?

Get in touch with us and we'll help you find an answer