Two Strangers Leveled Up My Compliance Desk in One Day — So I Gave It Away
By Millisa Nwokolo, Founder of La Crown Inc. — July 2, 2026
A transportation attorney published her vetting standard for free. A developer open-sourced his AI legal assistant. I built both into a working compliance desk with Claude — and now it's yours too.
There's a question that ends freight brokerages. Not a rate war. Not a soft market. A question — asked by a plaintiff attorney, in a deposition, after one of your carriers has a catastrophic crash: "Based on the information available at the time, did you ignore warning signs a reasonable transportation provider would have caught?"
If your vetting lives in somebody's head, if your exceptions were approved with a shrug because the load was hot, if your reason for using a carrier was "we needed the capacity" — that question buries you. I've watched it happen to brokers who worked twenty years to build something and lost it over one selection decision they couldn't defend.
This week, my agency's compliance desk got rebuilt from the studs — written policy, enforcement, daily verification, an AI legal auditor. It took one day. And the only reason that was possible is because two people I've never met decided to build in public.
The Attorney Who Gave Away the Playbook
Cassandra Gaines is a transportation attorney and expert witness. She's reviewed carrier selection decisions after the worst days this industry produces. She's seen what plaintiff attorneys attack and what defense attorneys wish had been documented. She built a company, Carrier Assure, around making carrier risk visible.
And then she did something most people in her position would never do: she published the CAVRA Standard — her framework for what reasonable carrier vetting actually looks like — free, for the whole industry. Hard stops. Authority history rules. Inspection baselines. Exception documentation. The exact things that decide cases, written down in plain language for any broker willing to read nineteen pages.
Around the same time, a developer named Zubair Trabzada open-sourced something called ai-legal-claude — an AI legal assistant architecture for Claude. Contract review. Risk scoring. Plain-language translation. And the discipline to say, honestly, "this is not legal advice" on every page. He didn't sell it. He put it on GitHub.
Two strangers, building in public, handed me a courtroom lens and an AI legal team. All I had to do was put them together.
One Day With Claude
Here's what happened next. I sat down with Claude and Cassandra's framework, and by end of day my agency had a compliance system that most mid-size brokerages would assign to a committee and revisit next quarter:
Insurance gets cancelled mid-load. Authority gets revoked overnight. A "sister company" shows up at the shipper. The system catches what a human running forty loads can't — and it writes everything down, because the paper trail is the defense.
So I Gave It Away
I could have kept this as an edge. A lot of brokers would have. But I keep thinking about the one running a $2 million book off three monitors and a prayer — the broker who is one bad carrier away from that deposition question, with no written policy and no idea where to start.
Cassandra didn't keep her framework behind a paywall. Zubair didn't keep his code private. The only honest response to that kind of generosity is to pass it down the line.
So I open-sourced the whole thing. It's called carrier-vetting-claude, and it's on GitHub right now — free, MIT licensed, scrubbed of anything specific to my agency. The policy templates. The pre-book gate. The daily sweep. The compliance-officer and legal-counsel agents. A script that pulls live FMCSA safety data with a free government API key. The exception-note template that turns "we needed capacity" into documentation that can actually survive scrutiny.
You point Claude at your carrier database — a folder of PDFs, a TMS export, whatever you have — fill in your company's numbers, and you have a compliance desk. If you want the benchmarking layer Cassandra's framework was designed around, reach out to Carrier Assure for API access and wire their A-through-F carrier scores straight into the gate.
The big brokerages have compliance departments. Now the little guy has a compliance department too.
One thing, and I mean it: this is not legal advice — mine or theirs. Read the CAVRA Standard yourself. Take the templates to your own attorney. Adopt only what you'll enforce consistently, because a written policy you ignore is worse than no policy at all.
This is what building in public does. Cassandra published a framework. Zubair published an architecture. I published a working system. Somebody reading this will publish the next piece. That's how the little guys win — not alone, together.