Find where AI pays in your business.
Then put it to work.
We go into your operation, find the work costing you the most time and money, and build custom AI systems that take it on. Most of our work to date is with manufacturers.
One engagement finds it. The other builds it.
Assessment
Find where it pays.
Two to three weeks inside your operation. Every opportunity is tested against what it would return and what it would take, ending in a prioritized roadmap and a proposal for the first build. The fee is credited toward that build.
Implementation
Put it to work.
When the problem is already clear, we build the system on your data, put it into production, train your team on it, and keep it running.
Every engagement starts with a thirty-minute discovery call and a written proposal you approve before work begins. How we work
$476,643.12
In price increases and overbilling, found in vendor invoices no one had the time to check. $261,000 of it surfaced during onboarding.
Recomputed from the live system · through September 2026- 1,000+
- invoices read
- +72.3%
- one part, in two months
- 60 sec
- price alert, was 5 days of email
Recurring work, checked by hand.
The best candidates are paid for every week in money or hours, run on data the business already creates, and end in a decision a person can check.
- Purchasing and vendor invoices
- Every line checked against the agreed price before anything is paid.
- Quoting
- Requests for quotes turned into priced drafts, approved by your estimator before they go out.
- Operational reporting
- The numbers the business runs on, current whenever you look, without anyone compiling them.
- Quality and rework
- Corrective actions and rework read together, so recurring causes surface by part, department, and shift.
- Compliance documentation
- Certificates and customer packets drafted from records you already keep, then checked by a person.
- Institutional knowledge
- What long-tenured people know, captured and available to everyone who needs it.
How every engagement is run.
- 01
Candid advice
If an off-the-shelf tool, your own team, or plain labor would do the job for less, we say so before you have spent anything.
- 02
Working in about a month
A first working version on your real data in about a month. Each stage is approved before the next begins.
- 03
Led by the founder
Ayden Oswell leads every engagement, from the first call through production. There is no handoff to a junior team.
- 04
Yours to keep
Your data stays yours and can be exported at any time. Systems run in an isolated environment we host and secure, or inside your own.
“The tool transforms complex purchasing data into clear, actionable insights, making it easy to identify pricing trends, monitor vendor performance, and uncover cost-saving opportunities in real time.”
Start with a conversation.
Thirty minutes on where time and money go in your business. You leave knowing whether AI is the right tool for it, whether or not we work together.