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SaaS ideas, mined from what people actually complain about.

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Unreliable Legal AI Workflows

Legal professionals cannot trust AI tools for drafting, research, or review because outputs are unreliable, require heavy verification, and lack matter context.

In their words

AI is like a junior associate that I can't ever fully trust, so the cognitive load of reviewing its work product stays steady over time.

r/biglaw on Reddit

I have no reason to trust or use a product that is going to confidently point me towards a disciplinary action.

r/Lawyertalk on Reddit

No native connection to our DMS. We are introducing a ton of friction to our attorneys who have to download

r/legaltech on Reddit

why the hell am I paying for all of this and why am I doing

r/legaltech on Reddit

the sheer volume of document review and initial drafting is eating up all my weekends

r/LawFirm on Reddit

estou pensando em fazer uma assinatura do claude para o meu escritório

r/Advogados on Reddit

AI comes back with like 20+ "issues," most of which are just standard clauses that are supposed to be in there.

r/ClaudeAI on Reddit

The amount of time wasted on unpicking client's AI generated "comments" is huge, and it's exactly the sort of time you struggle to bill for.

r/HousingUK on Reddit

Every time I got to a review stage you fed it through AI and doubled the page count with garbage I had to fix.

r/antiwork on Reddit

It's not smart enough to do anything on its own but it is smart enough to take something that you could have done on your own and make it more complicated than it needs to be.

r/biglaw on Reddit

It drains my life force every time I open one.

r/LawFirm on Reddit

An associate uploaded protected work product pre-filed draft brief to AI and had AI check it.

r/Lawyertalk on Reddit

Do you happen to know whether xAI has similar functionality?

Hacker News

I’ve spent the last few months demoing legal tools backed by frontier models, and we’re definitely going to buy one of them.

Hacker News

Lawyers and legal teams

Where they talk

  • r/legaltech
  • r/Lawyertalk
  • r/LawFirm
  • r/biglaw
  • r/paralegal
  • r/patentlaw
  • r/LawFirmAutomation
  • r/ClaudeAI

Tools they use today

  • Claude
  • Harvey
  • Copilot
  • Legora
  • Westlaw
  • ChatGPT
  • CoCounsel
  • Spellbook

Why those fall short

  • AI is untrustworthy and cognitive load of review stays steady
  • AI questions are irrelevant, hallucinated and unlimited in volume
  • No protection against hidden prompt injections in opposing filings
  • AI misreads agreements and tells clients the firm overcharged
  • no context, no definition of what counts as an issue