

SpecVision identifies the machine and all of its specs from visual inputs so your team can spend less time chasing details and more time closing deals.


Your salespeople are in the field working to make deals happen. They're expected to know thousands of makes, models, and configurations across your brand and every brand you sell against.
They're capturing images, notes, and owner knowledge, then packaging it all into a form with open-ended options and dated dropdowns. - SpecVision fixes that.
SpecVision uses the camera you are already familiar with, easily integrating into your existing workflow. Just show us your equipment, review what’s captured, and share with confidence. No complicated setup, no extra software to learn, just accuracy built right into your daily workflow.



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.
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.
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.
SpecVision is built for the people who keep the industry moving:
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.
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.
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.
These values drive every decision we make:
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