AI Workflows for Manufacturing

AI Workflows for Manufacturing
Origin 63
December 8,2025
7 minute read

AI Workflows with Aircall and HubSpot for Manufacturing Teams

Manufacturing companies need to respond faster and support customers across more channels. Many leaders turn to AI for help, yet still struggle to picture how AI-powered workflows actually operate in daily work. The result is a lot of noise about AI with very little practical clarity.

 

Aircall and HubSpot change that. Aircall provides an AI-powered communication platform for voice and digital channels. HubSpot provides the unified CRM and automation engine that manufacturers rely on for sales, service, and distributor support.

 

This article shows examples of how manufacturers use Aircall AI inside HubSpot. You will see the workflows, the triggers, and the outcomes. By the end, you will have a clear view of how these systems work together inside a manufacturing operation.

 

What Aircall Brings to Manufacturing Teams

two-person-manufacturing-staffs-having-a-conversation

Aircall is an AI-powered communication platform that supports SMS, MMS, WhatsApp, and calls. These channels matter because distributors often prefer quick messages, and customers may not always be able to call. Aircall keeps all communication in one place so teams avoid scattered conversations.

 

The platform becomes even more powerful with its AI suite. Aircall’s AI suite has three layers that build on each other. 

 

  1. AI Voice Agent: This handles common questions, qualifies callers, and gathers information through conditional questions that change based on the caller's responses. When the situation requires human involvement, the Voice Agent transfers the call to the right person and brings full context so the human starts with immediate clarity.
  2. AI Assist: Creates call summaries, identifies key topics, detects customer sentiment, captures action items, shows talk-to-listen ratios, and highlights trending topics across conversations. It also allows deep transcript search and provides call scoring. All of this information is automatically logged into HubSpot via the connection.
  3. AI Assist Pro: Provides live transcription during calls, real-time coaching prompts, and playbook guidance for structured conversations. It also drafts follow-up emails, captures contact insights, and automates CRM updates for specific fields. It further scores calls using the criteria manufacturers define.

Each one creates new opportunities for workflow automation once the data flows into HubSpot. When paired with HubSpot properties and workflows, these AI events serve as triggers for daily processes.

 

How Aircall and HubSpot Work Together

A conversation begins in Aircall through a voice call or message. AI listens in real time or processes the data afterwards, depending on the plan.

hubspot-phone-integration-system-with-aircall-image-from-aircall

It captures the summary, action items, sentiment, topics, and other key elements. All of this is sent to HubSpot, where it is attached to the correct contact, company, ticket, or deal.

 

Once the information arrives inside HubSpot, your workflows can take over. 

  • If the summary includes a keyword that identifies a broken part, HubSpot can automatically create a service ticket and assign it to the correct team. 
  • If the sentiment is negative, the workflow can notify a manager to review the call. 
  • If the action items show a need to send a quote, HubSpot can create tasks for the sales representative.

 

Aircall also controls call routing before any conversation begins. Manufacturers often route calls by territory, product specialty, warranty status, or distributor tier. Once a call reaches the right team, HubSpot ensures the steps that follow remain consistent every time.

 

This structured approach of Aircall and Hubspot eliminates the risk of lost information or missed follow-ups. Most manufacturers gain confidence from the integration because it lets them see every call in a single, shared system. This visibility not only helps teams act faster and avoid missed follow-ups but also reflects a broader trend: 40% of CRM leaders report that such integrations improve data quality while enhancing communication and collaboration across teams.

 

Real World AI-Powered Manufacturing Workflows

Below are practical examples that come directly from manufacturing processes. These examples illustrate how the AI features are activated in daily operations.

 

1. Warranty and Service Escalation Workflow

Customers often reach out during stressful moments because their equipment is not working properly. AI Voice Agent can begin the process by answering common questions or guiding customers through a short series of questions to capture relevant information. 

 

It can collect the product type, age, serial number, and a description of the issue. If the issue is routine, the Voice Agent can even provide guidance from a prepared script. If the call requires a technician, the Voice Agent transfers the call and brings all collected context to the human agent.

aircall-ai-voice-agent-caller-insights-in-hubspot

Once the call ends, AI Assist generates a summary that is added to a HubSpot ticket. A typical summary may say something like this.

 

Sample Summary: “Customer reported a burning smell from the motor housing on Model XR340. The unit makes intermittent noise and shuts down after five minutes. Customer confirmed that the warranty is active. Requested technician visit.”

 

This example shows the level of clarity the AI can provide and helps set expectations inside your article.

HubSpot workflows read the summary and categorize the ticket based on keywords. If the summary contains words like 'burning smell' or 'shutdown', the workflow marks the issue as critical. If the summary contains words like replacement part, the workflow sends the ticket to the parts department. This improves response time and gives technicians a head start before they even speak to the customer.

 

2. Distributor and Dealer Support Workflow

Manufacturers depend on distributors and dealers who expect immediate support. When a distributor calls, Aircall uses role-based routing to connect them with their assigned account owner or the team responsible for their region. This ensures the distributor always reaches someone who understands their relationship and product history.

aircall-ai-assist-summary-and-action-items-for-workflows

After the call, AI Assist produces a summary and action items. These action items might involve sending updated pricing, confirming a ship date, verifying a purchase order, or scheduling a product demonstration. 

HubSpot automatically turns these action items into tasks. This removes the risk that a distributor’s request gets lost because everything appears as structured work inside the CRM.

 

Often, a distributor call includes signals that indicate frustration or concerns about inventory. If sentiment appears negative, HubSpot notifies the regional manager for follow-up. Manufacturers value these early signals because they prevent small concerns from becoming serious problems.

 

3. Inside Sales Qualification Workflow

When a potential customer calls after visiting the website or a trade show, the inside sales team must quickly qualify the lead. Aircall routes these calls based on product interest or industry type. Once the call begins, AI Assist Pro provides live transcription, allowing the rep to focus entirely on the conversation without taking notes.

aircall-ai-assist-live-prompts-for-sales-call

It also provides live prompts that help the rep ask structured questions. If the prospect mentions project timelines, budget approval, or specific product models, the AI surfaces related guidance through playbooks.

 

After the call, the AI writes a follow-up email draft that the rep can review and send. It also updates HubSpot with key insights, including project scope, competitor mentions, budget information, and readiness level. HubSpot then adjusts the lead score based on the insights.

 

This workflow creates faster qualification and sets the sales team up for reliable follow-up.

 

4. Field Technician Dispatch Workflow

Manufacturers with field service teams use Aircall and HubSpot together to reduce dispatch delays. A customer calls with an equipment failure. AI Assist listens, gathers important details, and creates a clear summary. It identifies urgency when words like 'shutdown' or 'hazard' appear. This summary is sent to HubSpot, which creates a high-priority ticket.

 

HubSpot checks the customer’s location and assigns the technician responsible for that region. If the issue matches a specific skill set, HubSpot adjusts the assignment accordingly. 

 

After the assignment, Aircall can send an automated SMS to confirm that help is on the way. Customers appreciate this confirmation because they see immediate acknowledgement of their problem.

 

5. Preventive Maintenance Trigger Workflow

Preventive maintenance often begins with small hints during conversations. AI Assist identifies subtle keywords such as slight vibration, unusual noise, or occasional error codes. 

 

HubSpot reads these signals and enrolls the customer in a preventive maintenance workflow. This may include scheduling a checkup, sending maintenance advice, or notifying the service manager to investigate the issue further.

 

When many customers mention the same issue, the trending topics feature inside Aircall highlights this pattern. HubSpot dashboards show related tickets and help leaders decide whether the product requires further inspection or whether documentation should be improved.

 

The Impact of Aircall and HubSpot for Manufacturers

In manufacturing, communication can make or break the customer experience. By connecting Aircall and HubSpot, teams can respond faster, maintain consistency, and act on insights from every interaction. 

 

This focus on experience is crucial because 85% of customer service decision-makers believe that the quality of customer experiences will increasingly influence revenue, making every call and message an opportunity to strengthen relationships.”

 

1. Reduction of Downtime

When AI captures information instantly and sends it to HubSpot without delay, the response process moves faster. Customers dealing with equipment failure feel reassured because the company reacts quickly and consistently.

 

2. Consistency

Before using Aircall and HubSpot together, different staff members wrote notes in different formats and stored information in multiple places. AI summaries produce a uniform structure for every call. 

 

This gives managers better visibility, as they can see patterns across many conversations and track each team's performance. It also helps customers receive smoother service because future agents can quickly review the history.

 

3. Better Distributor and Dealer Relationships

Distributors rely on accurate and timely information because their customers depend on them. With Aircall and HubSpot, all distributor calls result in structured tasks. This ensures distributors receive follow-up without delay, strengthening the relationship and helping maintain regional performance.

 

4. Deeper Insight

AI Assist provides sentiment analysis, trending topics, and keyword recognition. When these insights flow into HubSpot reports, leaders can see which issues occur frequently, which conversations frustrate customers, and which patterns need attention. 

 

The insights lead to better decision-making about training, product improvements, or documentation updates.

These impacts grow stronger over time as the system learns from more conversations.

 

How We Can Help Build an AI-Powered Communication System

We help manufacturers turn their current communication processes into a fully automated, AI-supported system within Aircall and HubSpot. We take what your team already does, remove the friction, and rebuild it to save time and create clarity.

 

Step 1: Understanding and Mapping Your Process

We begin by learning how your conversations flow today. This includes warranty calls, part requests, distributor questions, and technician assignments. We map every step of your existing process without changing anything, so the entire organization starts with a clear, shared understanding. 

 

Once this map is complete, we will identify where automation can make the biggest difference. AI summaries can create HubSpot tickets, keywords can trigger routing, sentiment shifts can alert managers, action items can become tasks, and live transcription or prompts can support your teams. We document all opportunities and match them to your goals.

 

Step 2: Building the System in Aircall and HubSpot

two-person-building-an-ai-powered-system-with-aircall-and-hubspot

With the plan in place, we configure Aircall routing to match your territories, product lines, warranty levels, and support tiers. We build menus, assign roles, create fallback paths, and set business hour rules. 

 

We test every route using simulated calls to ensure it works reliably. After routing is ready, we build the HubSpot workflows that power your daily operations. These workflows can create tickets, assign owners, generate tasks, send escalation alerts, or start preventive maintenance follow-ups, all using AI-generated data from Aircall, so your team avoids manual work.

 

Step 3: Training, Launching, and Improving

When the workflows are complete, we train your team to use them with confidence. We show them how to read summaries, understand sentiment signals, respond to tasks, and use real-time transcription during calls. This helps teams feel comfortable with the new system from day one. 

 

After launch, we monitor performance inside Aircall and HubSpot, reviewing resolution times, trending topics, distributor activity, and sentiment patterns. Based on what we learn, we refine and improve the workflows so your communication system becomes even more accurate and efficient over time.

 

Through this end-to-end process, your organization gains an AI-powered communication system that grows with your business and supports every team with consistent and reliable automation.

 

Start Building a Smarter Communication System

AI-powered communication is not complicated when the right system is in place. Aircall and HubSpot already give manufacturers the tools. Origin 63 makes them work for your exact process.

 

We map your workflows, set up your routing, build your HubSpot automation, and train your team so everything runs smoothly from day one. The result is faster responses, clearer communication, and fewer missed steps across your entire operation.

 

If you want a communication system that is accurate, consistent, and powered by real AI automation, we can help you build it. Talk to Origin 63 today and start improving how your team handles every call and message.

Why go O63
  • Elite HubSpot Solutions Partner
    Origin 63 ranks in the top 1% out of the 2,400+ HubSpot Partners in North America. Less than 9% of all HubSpot Partners globally achieve the HubSpot Partner “Elite” tier status.
  • Member of HubSpot Partner Advisory Council for North America
    We influence change and growth with HubSpot by sharing perspectives and creating strategies together.
  • Tailored solutions paired with a high-touch service model
    We offer advanced support services for custom technical projects, high-touch onboarding, and a subscription program for strategic ongoing HubSpot support needs.
  • Core focus is 100% dedicated to professional HubSpot solutions
     As a “master of our trade,” our technical expertise and efficiency are unrivaled by our competitors.

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