Verified against ChatGPT · 2026-08-09
Translate a lawyer's redline into a plain-language summary business stakeholders will actually read
Converts tracked-changes contract redlines into a short, non-legal summary of what changed and why it might matter to the deal, so a busy stakeholder can decide what to ask about before signing — always flagged as a draft aid pending a qualified lawyer's review.
The prompt
Ready to copy — highlighted parts are example details you can swap.
Summarize a contract redline for a non-lawyer business stakeholder who needs to understand what changed before a signing decision, without reading the full tracked-changes document themselves. REDLINE OR LIST OF CHANGES Liability cap raised from 1x to 3x annual fees; termination-for-convenience clause added with 30-day notice; three defined terms renumbered. ORIGINAL CLAUSE CONTEXT Original agreement had no termination-for-convenience clause, only termination for cause with a 60-day cure period. STAKEHOLDER'S ROLE AND WHAT THEY CARE ABOUT VP of Sales who owns the account relationship but has no legal background and is deciding whether to escalate to legal. DEAL STAKES $480K annual contract, our third-largest customer, renewal not new business. STEP 1 — GROUP THE CHANGES Sort every redline into one of three groups: changes that shift risk or money (who pays for what, who's liable, how much), changes that shift control or flexibility (who can terminate, who approves what, exclusivity), and changes that are administrative or clarifying only (typo fixes, defined-term cleanup, renumbering). Most redlines are mostly the third group — say so explicitly if that's what you find, rather than making every change sound equally consequential. STEP 2 — EXPLAIN EACH SUBSTANTIVE CHANGE IN PLAIN LANGUAGE For every change in the first two groups, write what it used to say, what it says now, and one sentence on what that shift means in practical business terms for VP of Sales who owns the account relationship but has no legal background and is deciding whether to escalate to legal. specifically — not a restatement of the legal language, an answer to "why would I care about this one." If a change's practical impact depends on facts you don't have (deal size, existing insurance coverage, how this compares to the prior version of the relationship), say what's missing rather than guessing at the impact. STEP 3 — FLAG WHAT NEEDS A HUMAN DECISION List the changes, if any, that look like they materially shift risk onto our side and would benefit from a direct conversation with counsel before signing, separate from changes that are probably fine to accept as routine. WHAT NOT TO DO Never state whether a clause is enforceable, standard for the industry, or legally favorable to either side — you are describing what changed and its plain-business meaning, not rendering a legal judgment on it, since you cannot verify governing law or industry norms from a redline alone. OUTPUT FORMAT A short memo: one-paragraph overview stating how many changes are risk/money, control/flexibility, or administrative; a table of the substantive changes with before / after / plain-business-meaning; a short flagged list for counsel follow-up; and a closing line stating this is a plain-language summary for internal discussion only, not legal advice, and that a qualified lawyer should review the actual redline and confirm every point here before the contract is signed.
Customize
Optional — swap in your own details for the highlighted parts above.
Why this works
The three-way sort into risk/money, control/flexibility, and administrative-only exists because GPT-5.1's default instinct on a raw redline is to walk through changes in document order and describe each with roughly equal narrative weight, which buries the two or three items a stakeholder actually needs to react to inside a wall of renumbering and defined-term cleanup — sorting first, and explicitly naming when most changes are administrative, gives the reader permission to skim past the noise instead of reading every line with the same anxious attention. Asking for the plain-business-meaning framed specifically around the named stakeholder's role, rather than a generic explanation, matters because 'why does this change matter' has a different answer for a salesperson worried about account continuity than for a finance lead worried about liability exposure, and a summary that answers the wrong version of that question gets skimmed and ignored. The instruction to say what's missing rather than guess at practical impact heads off a known model behavior: given a change plus adjacent business context, GPT-5.1 will readily infer a plausible-sounding consequence even when the actual facts needed (deal history, insurance coverage, prior relationship terms) weren't supplied, and a stakeholder repeating that inferred consequence to their own boss as if it were confirmed is exactly the failure this prompt is built to prevent. The refusal to characterize enforceability or industry-standard-ness keeps the summary in translation territory rather than legal-opinion territory, which is the only place an AI-generated document belongs before a lawyer has actually reviewed it.
What you get back
Overview: 5 changes total — 2 shift risk/money, 1 shifts control, 2 are administrative renumbering only. RISK CHANGE: Liability cap raised 1x to 3x annual fees. Before: capped at one year's fees. After: capped at three years' fees. What it means for you: if something goes wrong, our maximum exposure on this account triples — worth a direct conversation with legal before signing. This is a plain-language summary for internal discussion only, not legal advice — a qualified lawyer should review the actual redline before signing.
Verified against
ChatGPT GPT-5.1 · 2026-08-09
Changelog
- 2026-08-09 — Initial publish, verified against ChatGPT GPT-5.1.
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