Software that marks proposed edits, insertions, and deletions onto a contract by comparing its terms against a company's standard positions or clause library.

Announced by legal-tech companies as a breakthrough, when comparing two documents and marking the differences has shipped in word processors since the 1990s and in dedicated comparison tools for almost as long.

• Reinvention Claim: Presenting document comparison as new, in a profession that has run redlines through track changes and DeltaView for three decades.
• Breakthrough Framing: The only genuinely new part is who drafted the suggested wording, which is the part the demo moves past quickly.
• House-Cleaning Reality Check: Like discovering that two shopping lists differ, circling the differences, and announcing a breakthrough in household comparison technology.

Pawn Stars (2010s) where a seller presents a find as a rare one-of-a-kind artifact, and the expert brought in from across town points out it was mass-produced for decades and sits in thousands of homes.

Software that marks up a contract by comparing it against your standard clauses.

“Our AI redlining engine represents a fundamental breakthrough in contract negotiation technology.”

“The tool compared the vendor's contract against our standard terms and highlighted eleven clauses that differed, the same way track changes has for years.”