Slideworks
Use Cases · Law

Someone at your firm is already using AI.

Probably in a free chat tool, with a client's document pasted in, with no written rule at all. AI isn't going to enter the firm. It already has. The training organizes what's already happening and brings it up to the firm's standard.

The blind spot

The problem isn't adopting it. It's what's already been adopted.

At small and mid-size firms, AI comes in through the back door. A partner drops a case file into a chat to summarize it. Someone on the team drafts a document with it. It works, so it becomes a habit. Except nobody decided anything: there's no rule for what's allowed in, no record of who used it, and the account is usually personal, not the firm's.

This doesn't get solved by banning it, because the ban never sticks. It gets solved by offering a better path than the shortcut.

Today
  • Personal account
  • No record
  • No rule
  • Client documents
After
  • Firm's account
  • Usage logged
  • Written rule
  • Confidential matters stay out
Where AI fits in

The routines that take up the firm's day.

It's not about "using AI." It's about nine specific tasks that every litigation firm repeats every week. In each one, AI enters at a different point, and exits before the legal decision.

RoutineHow it is todayWhat changes
Document review
How it is todayThe document comes from the team and someone senior has to read the whole thing before it goes out. A long document takes close to an hour, every day.
What changesThe document comes back marked up: what strayed from the firm's standard, the recurring error, what still needs checking. Review stays human, it just starts further along.
New-case intake
How it is todayDownload the case file, create the folder, register it, read the complaint, pull out the data, cross-check the claims, draft the email requesting documents from the client. A good half hour per case.
What changesReading the complaint already returns the data, the points that need a client response, and the request email ready to check and send.
Hearing minutes
How it is todayThe minutes don't come through the official gazette. Someone reads them, identifies each obligation, and logs them one by one, counting the deadline on the calendar. Ten or eleven entries per hearing.
What changesThe minutes, once read, return the list of obligations with the deadline already calculated, within the firm's safety margin, ready to check and log.
Client document triage
How it is todayThe check happens right before filing. If a document is missing, there's no time left to request it. It gets reviewed twice.
What changesThe check happens on arrival: what's missing, what's formally defective, and what's risky to submit against your own argument.
Client status updates
How it is todayThe client asks. Translating the docket update into language they understand takes time, so it doesn't get done, so they ask again.
What changesThe docket update turns into a short message, in plain client-friendly language, ready to check and send. Fewer clients chasing you down.
Reading long case files
How it is todayAnalysis that means reading through a hundred-plus pages hunting for a date range, a company, a role, noise. Only a trained eye can do it.
What changesThe reading comes back organized, pointing to the source passage for every claim, for a quick check. The judgment call is still the lawyer's.
Recurring filings
How it is todayAsset freezes, repeat motions, expert questions, naming a technical assistant, attaching a spreadsheet. Nearly identical across cases, rebuilt from scratch every time.
What changesThe filing comes out built on the firm's own template, forcing you to fill in only what's specific to that case.
Fee proposal and engagement letter
How it is todayPricing means reading a case file, and the numbers don't always add up. The contract takes so long to put together that, with a close client, it often just doesn't get done.
What changesA proposal in a format the client understands, with a clear final figure. The contract filled out in minutes, so it actually gets done every time.
Client meetings
How it is todayEither you pay attention, or you take notes. Afterward nobody can read their own notes and everyone asks the same questions again.
What changesWith notice and consent, the meeting turns into an organized record, with what was agreed on and what's still unanswered.

In none of them does AI sign, file, or decide. It gets to the door and stops.

The limits

In a law firm, what the tool doesn't do matters more.

These rules aren't a disclaimer. They're the design. If one of them breaks, the firm stops trusting the tool, and then it doesn't matter how much time you saved.

  • Cases under judicial secrecy never go into any tool.

    This isn't a setting, it's a hard line. Those cases stay 100% manual.

  • No filing goes out without a lawyer's review.

    The tool delivers a draft and flags issues. The signature is always human.

  • No invented case law.

    The tool only cites what's in the material you gave it. If it's not there, it says it didn't find it.

  • Every statement points to where it came from.

    So you can check it in seconds instead of rereading everything. If it can't be checked, it's no good.

  • The firm's deadline safety margin is untouchable.

    The deadline safety rule was born from a real loss. No automation shortens that.

  • No assembly-line filings.

    A boutique firm doesn't sell standardized documents. The tool carries the firm's own writing standard, not a market template.

  • Active client solicitation is off the table.

    Bar rules forbid it. Nothing we build is meant to chase down anyone who hasn't come looking for the firm.

How we teach it

Partners and associates can't learn in the same room.

It looks like a detail, but it's what determines adoption. The two audiences are at different points and, more importantly, have different fears. Putting them in the same session just stalls both.

PartnersAssociates
Where they stand
PartnersAlready use it on their own, in real work
AssociatesUse it secretly, or not at all
What they fear
PartnersFalling behind the market
AssociatesLosing their job
What they need
PartnersGovernance, a safe environment, and a tool better than their current shortcut
AssociatesA foundation, confidence, and explicit permission to use it
If you combine them
PartnersThey waste time on the basics and disengage
AssociatesThey feel behind and freeze up

That's why the training runs in two tracks, on the same day or on separate days. And the message to the team is always the same: nobody is leaving. What's changing is going from who executes to who checks.

Who it's for

It makes sense if your firm already...

personal account

Has people using AI and you don't know under which account.

You can't govern what isn't written down. The first deliverable is the usage rule, not the tool.

Has a partner stuck in day-to-day operations.

While review and deadlines eat up the day, nobody's looking at what makes the firm grow.

Keeps its knowledge in two people's heads.

When those two are out, the queue stops. Writing the rule down is what gets the firm out of that dependency.

Already tried ChatGPT and found it too generic.

A document with no configuration comes out looking like anyone wrote it. The training starts from your firm's own writing standard.

How we deliver it

In the format the firm can handle.

The firm doesn't stop. We work around it.

In-Person

On-site, half a day per track, with the firm's own documents on the table.

Live Online

Same content, remote, for firms with people in another city.

Hybrid

An in-person session with the partners and remote follow-up for the team.

Recorded

Asynchronous content for whoever joins later. Works as onboarding for new hires at the firm.

Let's talk

Let's get the firm out of the daily grind.

We reply within 1 business day.

Email or WhatsApp.