Cite as: Real Problem AI problem “Why does a redlined MSA take hours to find the few deal-killer changes?”. Opportunity score 7.8 out of 10 (severity 8, AI feasibility 9, market signal 8, competition gap 6). Category LegalTech & Compliance. Trend LLM. Source signal: r/Lawyertalk, r/startups.. Canonical URL: https://www.realproblem.ai/archive/why-does-a-redlined-msa-take-2-hours-to-find-the-4-deal-killer-changes.
Why does a redlined MSA take hours to find the few deal-killer changes?
Reading a long redlined contract for material vs. cosmetic changes is exhausting.
Who has it: Founders, salespeople, in-house counsel at small firms.
Evidence
Lawyers and founders describe contracts coming back with many redlines, mostly formatting, and a long hunt for the few that matter.
Our summary of a complaint that recurs in public posts, not a quote. Nobody submitted it to Real Problem AI.
Seen in: r/Lawyertalk, r/startups.Why it is archived
Capped at 100 per editorial policy; lower-score entries rotate to archive.
Scoring breakdown
Existing players
- Ironclad (enterprise CLM)
- Spellbook (Word add-in)
- Harvey (BigLaw)
- ContractPodAI
What they are missing
Affordable SMB monthly pricing; semantic diff that scores each redline as material/cosmetic with a one-line "why this matters" instead of a generic summary.
Stack hint
#L1 · Canonical URL: https://www.realproblem.ai/archive/why-does-a-redlined-msa-take-2-hours-to-find-the-4-deal-killer-changes