We make AI work as hard as your crew does.
Your crew already knows the work. AI should make that know-how pay. No productivity promises. Proof in the numbers that run your business.
No data team to hire. No software stack to buy. Just a system that fits how your business already runs.
Net revenue
A standardized, automated bid process helped a construction company add $2M+ in net revenue.
Operational improvements
An automated system freed up 4 full-time employees to focus on higher value work, cutting operational overhead by $528k.
Documents digitized and organized
During an ownership transition, an automated system digitized, structured, and organized decades of invoices, bids, receipts, and contracts, so new operators could find what they needed and scale the business faster.
Built for the businesses that keep everything running.
Three places AI pays for itself fast.
Most trade businesses don’t have an AI problem. They have a process problem AI can fix. The fastest payback is where your money already leaks.
Win more of the right jobs
- Estimates drafted from your past bids and your pricing, not from scratch
- Proposals out in hours, not a week
- Every quote gets a follow-up, automatically, until the customer says yes or no
Fill the pipeline
- We find where your best customers are looking and make sure you’re there
- Every inquiry answered and tracked, automatically
- More good jobs, without hiring a salesperson
Maximize the capacity you have
- Scheduling and dispatch that stop the Monday scramble
- Jobs tracked from bid to invoice, in one place
- Decades of experience, documented into systems your whole team can use
Your business runs on know-how. That’s the asset.
Your best processes live in people’s heads. AI turns that know-how into a system the whole crew can follow.
Every engagement runs the same loop.
We observe how your crew works, put AI where it actually helps, check every output, and keep improving. Then run it again.
Observe
How your work actually gets done, written down or not. We learn it on site, with your crew, where you are.
Automate
AI goes in where it actually helps, and nowhere it creates headaches or upkeep you don’t need.
Verify
Every output is checked against your standard before it reaches a customer.
Improve
Bids out, win rate, revenue, customer ratings. If the numbers move, we keep going. If they don’t, we fix it.
“The right tools, workflows, and AI products, composed so you don’t have to.”
That’s the whole job. You keep the business. The system just handles the busywork, so your crew can focus on winning bids and hitting deadlines.
It starts in your shop.
Automated systems work best when they’re built face to face, with your crew, in your shop.
On site first
Your shop gets walked and your crew gets heard, before anything is recommended.
Human to human
No ticket queue, no faceless portal. You talk to the people building your system.
Relationships that stick
Automation only works if your team trusts it. That’s why the work doesn’t end at install.
Proof of productivity.
Every vendor promises productivity. The proof is in the gain. The results above are what that looks like: start with a baseline, then measure the change. If a change doesn’t move the numbers, you’ll hear it straight.
Your business means everything.
It’s your livelihood, your crew’s jobs, and decades of know-how.
We make sure your data is never used to train AI models. Your customer list, your pricing, your know-how: it stays yours.
The right controls go in before anything goes live, so your business runs faster but stays protected.
Only the people who should have access, do.
Your business runs faster, but it’s still protected and yours.
Those details are handled. You focus on your projects and your crew.
Technical-minded leaders who understand trade businesses.
We love helping small businesses succeed. We’ve helped enterprises and small businesses adopt AI, and use it to leverage and scale their workforces.
We started with enterprises. But we found small businesses are struggling more. AI is moving fast, budgets are tight, and ownership is changing hands, leaving new operators and owners trying to create leverage in businesses with thin margins, tight deadlines, and know-how that lives in people’s heads.
That’s why we focus on trade businesses. They’re complex. They can’t be solved with just SaaS, and the right solution is unique to the industry, the ownership, and the process. That’s where the need is greatest, and where the right system makes the biggest difference. We’re realistic about what AI can do, and we’ll tell you straight if it won’t help.
Small businesses power 43.5% of GDP on just 1% of AI spend, and they aren’t going anywhere. Stance is here to help them get more leverage with AI, so they can be better, more productive, and more profitable.
Sources: Ramp corporate spending data, via Apollo Global Management research note (Oct 2026); SBA Office of Advocacy, Frequently Asked Questions About Small Business 2026.
Where does it hurt?
What do you do, and what’s slowing you down? You’ll get an honest take on whether AI can help, and where.
No obligation, no sales deck. If it’s not the right fit, you’ll hear that, and where to look instead.
Most engagements start with a two-week discovery.
Thanks, it’s in.
You’ll hear back soon with an honest take on what AI can do for your business.