Proprietary AI framework
The Agent Swarm.
The Agent Swarm is our own AI framework: a team of AI agents that handles the heavy reading, research, analysis, and estimating, and writes down every step so a person can check the work.
- Every step logged
- Conclusions explained
- A person in the loop
What it does today
It builds bids and estimates you can trace line by line, using standard industry codes (NAICS) and supply chain data. Contractors use it for commercial jobs and for public-sector projects they bid on.
Why it works across industries
Those same industry codes and data structures describe almost any business, so one framework fits accounting firms, logistics companies, and builders alike.
What clients use it for
Protecting sensitive data, cutting manual work, and shortening how long transactions take, with every transaction still tied to the financial statements.
How it’s delivered
We fit each deployment to your processes and industry, then hand it over as a system you own or license it to you, depending on the engagement.
How it powers our services
It does the heavy reading behind Code Reverse Engineering, Documentation Development, and Transaction Tracing. The record of how it reached each conclusion is part of what you get, and it’s how one expert can deliver work that used to take a team.
Where it shows up
Start here
See what it could take off your plate.
Tell us a little about your business in the intake form. Steve reads every one and follows up personally to set up a call.