Manual assessments are costing you time, labor, & margin.
SpecVision™ software identifies the machine and all of its specs from visual inputs, reducing manual effort and creating a structured record that can be used across sales, lending, insurance, and fleet workflows.
The Challenge
The equipment economy runs on assessments. Most are still manual.
Every sale, loan, insurance event, or fleet decision starts with an assessment. But for many teams, that still means slow workflows, scattered information, and too much manual effort.
The result is more time spent documenting routine details, more inconsistency across machine records, and more friction in the workflows that depend on accurate equipment information.
260 Million
1.4 billion
$128 billion
No shared
Our Solution
In the heavy equipment world...
details close deals.
SpecVision™ helps teams turn field capture into a structured, reviewable record. Instead of piecing together photos, notes, and memory through manual forms, teams can create more consistent assessments with less effort.
The result is better machine records, more usable documentation, and a stronger starting point for the workflows that follow.
How It works
From equipment photos to a verified assessment
SpecVision™ keeps the process simple. Your team uses a smartphone to capture equipment photos, then SpecVision™ analyzes the images against its proprietary library to compile an accurate, verified assessment. From there, the record can support the workflows that matter to your business.
Testimonials
Real challenges. Real solutions. Trusted by teams who do this work every day.
Every quote below comes from real equipment professionals describing the problems SpecVision™ was built to solve. Their words guided our design and continue to shape how we make listings faster, easier, and more accurate for everyone.
ABOUT US
What makes us unique?
What is SpecVision™?
SpecVision™ is an AI-powered computer vision platform that identifies and fills in equipment specs directly from photos. It helps teams capture accurate data from the start, reducing manual entry and fixing errors before they happen. Dealers, auction platforms, and inventory managers use SpecVision™ to keep listings accurate, consistent, and ready for market, whether they are in the office or out in the field.
Why Was IT Founded?
SpecVision™ began with a simple question: why are good teams still losing time to bad data? After years of working closely with equipment dealers, auction platforms, and technology partners, founder Mark Sullivan saw the same issue again and again. Photos and notes would pile up, specs were retyped by hand, and every extra step meant one more chance for error. The problem was not the people. It was the process.
The idea took shape on real lots, not in an office. Mark spent months walking yards, standing beside appraisers, and sitting with sales teams who needed better ways to manage the flow of information. What he saw shaped everything about SpecVision. The tools had to feel natural in the hands of people who work outside, not behind a desk. They needed to be quick, accurate, and easy to trust.
SpecVision™ uses AI-powered computer vision to recognize equipment in real time through a mobile camera interface. Each image becomes a verified record of what is actually in front of you: make, model, configuration, and condition. The system delivers clean, reliable data that anyone on the team can access without redundant review or re-entry.
Our mission is simple, give the people who move iron for a living better control over their information. When listings are consistent, decisions are faster. When data is accurate from the start, every sale becomes smoother.
SpecVision is still built on the same belief that started it all: technology should support how people already work, not force them to change. We will keep refining the details that save time, protect margins, and make every listing feel like it came together exactly how it should: clean, confident, and ready.
Who Is IT For?
SpecVision™ is built for the people who keep the industry moving:
- It’s for dealership owners who need every listing to be right the first time.
- It’s for the operations managers who can’t afford slow or messy workflows.
- It’s for inventory managers who want confidence in every detail, knowing what’s online matches what’s on the ground.
- It’s for the sales reps in the lot, juggling inventory and daylight, trying to capture a machine before it’s gone.
Our users value accuracy because mistakes cost time and trust. They value practicality because technology should make life easier, not harder. And they value consistency, because every smooth handoff, every verified listing, keeps business running right.
Who is the team?
SpecVision™ is built by people who know the work, not just the technology. Our team comes from the same world as the people we serve. We have walked equipment lots, written specs by hand, and solved real problems in the field.
We combine decades of experience in ag tech, software, and heavy equipment sales. Together, we share one belief: technology should make life easier, not harder. That means simple tools, clear results, and dependable accuracy for every user.
When you work with SpecVision™, you are partnering with a team that understands your day-to-day reality. We build with respect for your time, trust in your work, and a focus on making things practical.
Mark Sullivan - Founder
Ag tech expert with hands-on experience transforming online auction platforms. Focused on helping teams work smarter through practical innovation.
Jason Krause - Tech Co-Founder
Software architect with more than 15 years designing reliable AI systems. Known for turning complex systems into tools anyone can use with confidence.
Luke Sullivan - Advisor
15+ years in heavy equipment auctions and OEM work, bringing industry insights.
Matt Sullivan - Advisors
20+ years in auction and sales leadership across heavy equipment markets.
Where ARE WE going?
SpecVision™ exists to help hard-working teams focus on selling and servicing equipment, not correcting data. We believe accuracy at the start creates trust across every interaction afterward.
Our vision is to make accurate, verified inventory the new standard across the equipment industry. We’re building tools that fit seamlessly into existing workflows so accuracy feels automatic, not added on.
What Are OUR Values?
These values drive every decision we make:
- Keep It Practical: Everything we build should make real work easier. If it doesn’t save time, improve accuracy, or simplify the process, it doesn’t belong. Practical isn’t just a value here, it’s the filter for every decision we make.
- Lead With Respect: We treat every customer, partner, and teammate with the same fairness and honesty we expect in return. The Golden Rule still matters, especially in an industry built on relationships.
- Innovate With Purpose: We’re not chasing trends or adding buttons for the sake of it. Real innovation helps people work faster, not harder. If technology feels complicated, it’s our job to make it feel simple again.
- Build It Together: The best ideas come from the field. We listen to the people who use our tools every day and shape our work around their reality. Collaboration keeps us honest and connected to what matters most.
- Own The Outcome: Accountability means seeing things through. When we say we’ll deliver, we do it. If something falls short, we fix it and learn from it. Trust is built one kept promise at a time.
Contact US
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