WHY WARNVO
There's a difference between a tool that can talk about consumer protection law and a system that was built exclusively to apply it to your actual documents.
THE PROBLEM
General-purpose tools like ChatGPT are trained on everything — Reddit posts, Wikipedia, fiction, code, news. They are conversation engines. They are not analysis engines.
When you ask a generic tool to review your hotel bill, it reads the text and offers observations based on general knowledge. It does not know:
ShieldEngine™ was trained exclusively on consumer protection law, FTC rulings, CFPB enforcement actions, state consumer protection statutes, and real dispute outcomes. It doesn't offer observations. It cites law.
THE DIFFERENCE
Why generic tools can't protect your money
See the full breakdown at /shieldengine →
THE ARCHITECTURE
20+ specialists. One job each. ShieldEngine™ doesn't have one generic tool trying to do everything. It has 20+ specialized agents, each trained for a specific document type, fraud pattern, and legal domain. When you scan a hotel bill, the Hotel Billing Agent runs — not a general assistant trying to be helpful. When you scan a medical EOB, the Medical Billing Agent runs — trained specifically on CPT codes, Medicare billing rules, and the No Surprises Act.
This isn't a feature. It's the architecture. Generic tools cannot replicate it because they were never built for this purpose.
VS. HIRING A LAWYER
A consumer protection attorney costs $200–500/hour. Most billing disputes don't justify that cost — which is exactly why companies get away with overcharging. They know most people won't fight back because the economics don't make sense.
ShieldEngine™ changes that math. For less than the cost of a single billable hour, you have a system that reads every document, flags every violation, and generates a legally-grounded dispute filing in under 30 seconds. One caught overcharge pays for months of Warnvo.
VS. DOING IT YOURSELF
You can dispute charges yourself. Most people don't, for three reasons:
ShieldEngine™ solves all three. It tells you what's wrong, cites the law, and generates the filing. You just send it.