InsightsJune 20, 2026

Why Generic AI Software Falls Short in Commercial Vehicle Sales

By Torque Team

Why Generic AI Software Falls Short in Commercial Vehicle Sales

Every industry is talking about AI.

The commercial vehicle industry is no exception.

Manufacturers are exploring it. Heavy truck dealerships are investing in it. Upfitters are evaluating it. Service providers are asking how they can use it to grow.

But one question keeps coming up:

"How does AI actually help my sales team?"

The answer isn't replacing salespeople.
It's helping them spend more time doing what they've always done best - building relationships.

Commercial vehicle sales are different.

Most software companies build sales tools based on how software companies sell software. That's a mistake.

Selling a Class 8 truck isn't like selling a CRM subscription.
Selling a refuse body isn't like selling a passenger vehicle.
Selling a service program isn't like selling a streaming subscription.

Commercial vehicle sales are built around relationships that often span years.

Outside sales representatives spend their days driving between fleets, municipalities, contractors, rental companies, utilities, and long-time customers. They're on job sites, in customer offices, walking service departments, attending trade shows, and visiting fleets—not sitting behind a desk.

Many customers don't just buy a truck.

They buy from their salesperson.

Ask someone who sold them their personal vehicle three years ago, and most won't remember. Ask a fleet manager who sold them their last vocational truck, and they'll probably know exactly who it was.

Relationships are the business.

The problem isn't selling.

It's everything surrounding it. Ask almost any outside sales representative where their time goes. Only a portion of the day is actually spent selling.

The rest is consumed by administrative work:

  • Updating the CRM
  • Logging customer visits
  • Writing follow-up emails
  • Creating tasks
  • Searching for account history
  • Looking up specifications
  • Preparing for meetings
  • Remembering who needs a call next week

None of those activities generate revenue by themselves. They're necessary. But they're also exactly the type of work AI can help eliminate.

AI should adapt to salespeople - not the other way around.

For years, salespeople have been expected to change how they work to satisfy software.

  • Take more notes.
  • Fill out more fields.
  • Complete more forms.
  • Update another screen before leaving the parking lot.

The result?

Many CRMs become administrative systems instead of sales systems. The best technology works differently. Instead of forcing sales reps into rigid workflows, AI should work in the background.

  • It should capture conversations.
  • Draft follow-up emails.
  • Organize customer information.
  • Recommend the next account to visit.
  • Summarize meetings.
  • Surface opportunities that might otherwise be missed.

The salesperson keeps selling.The software handles the paperwork.

Every part of the commercial vehicle industry stands to benefit.

AI isn't just for dealerships. Every organization with field sales teams can benefit from reducing administrative work.

Heavy Truck Dealers
Give outside and inside sales teams more time with customers while improving visibility into every opportunity.

Manufacturers
Help regional sales managers stay connected with dealers, fleets, and strategic accounts without spending evenings updating CRM records.

Upfitters
Coordinate complex projects while keeping customer communication organized from initial inquiry through delivery.

Service Providers
Identify new opportunities, strengthen customer relationships, and ensure every customer interaction is documented without adding more work.

The common denominator isn't the product being sold. It's the way people sell it.

The future isn't fewer salespeople.

It's better-equipped salespeople.

There's a misconception that AI exists to replace jobs.

In commercial vehicle sales, the opportunity is almost the opposite. The best sales representatives already know how to build trust. They know their territory. They understand customer operations. They know who makes purchasing decisions.

No software can replace decades of experience and relationships. But software can remove hours of repetitive work every week.

That gives salespeople more time where they're most valuable - in front of customers.

Technology should support the way this industry already works.

Commercial vehicle sales have always been relationship-first. The technology supporting the industry should be built with that reality in mind.

Not every salesperson works from a desk.
Not every customer buys online.
Not every opportunity follows the same process.

The best software doesn't force the industry to adapt to technology. It adapts technology to the way the industry already operates.

That's where AI has the greatest opportunity - not replacing relationships, but strengthening them.

Closing
AI isn't changing what makes commercial vehicle sales successful.

Relationships still matter.
Experience still matters.
Trust still matters.

What's changing is how much time salespeople have to build those relationships.

As AI continues to mature, the winners won't simply be the companies using artificial intelligence.

They'll be the companies using it to give their people more time with customers and less time behind a keyboard.

Torque Team·June 20, 2026