How ClawBack Works
A deep-dive into our multi-agent AI framework designed specifically to level the playing field against corporate bureaucracy and hidden fees.
Intake & Vision Processing
When you upload an image or PDF of a bill, receipt, or notice to the iOS App, our Vision Agent acts immediately. It utilizes locally-optimized optical character recognition to extract essential transaction entities—like service dates, itemized billing codes, merchant identifiers, and balance amounts—packaging them into a secure logical schema.
Logic Agent Fact Matching
Once your document structured schema is ready, our primary "Rules Engine" kicks in. The Logic Agent compares your distinct complaint against over 200+ federal regulations, DOT flight rules, the No Surprises Act, and corporate fine print looking for an exploitable legal loophole or compliance violation. It acts rapidly to compute an Estimated Refund Value.
Draft Ghostwriting
After finding a matching violation, the Generator Agent drafts a stern, concise, and highly professional demand letter. We do not use emotional language. The agent strictly cites the exact statute (e.g., 14 CFR § 259) and includes built-in escalation clauses threatening to involve federal regulators if the agency does not comply.
Review & Generate Draft
You are always in control. You can review the drafted text before it ever leaves your device. Once approved, you can export the PDF to send yourself, or use our **ClawBack Pro** subscription to unlock advanced executive-level contacts and specific regulatory escalation templates.