Back to Blog
October 14, 2026

What to Automate With AI First at a Law Firm, Insurance Agency or CPA Firm

If you run a law firm, insurance agency or CPA firm, you've heard some version of "you need to be using AI." Fair enough. The harder question is where to start. Drafting documents? A chatbot on the website? An "agent" that promises to do everything?

I've spent 25 years in enterprise systems and AI (my background is here), and my answer is to start with intake and follow-up. Automate the part where a new inquiry gets answered, then followed up until it becomes a signed client or a clear no.

It's the least glamorous option on the list. It's also the easiest to measure and the least likely to get you in trouble. Below is why, plus a simple way to pick your first three or four things.

Why intake and follow-up come first

It's measurable. You can time how long a new inquiry waits for a first response. You can count follow-up attempts. You can see how many inquiries turn into consults, and how many consults turn into signed clients. Most AI projects never get a scoreboard. This one has one from day one.

It's low-risk. Answering a new inquiry, collecting contact details, booking a consult and sending a reminder don't call for legal, insurance or tax advice. The words are written ahead of time and approved by an attorney or partner. Nothing goes out that your firm hasn't signed off on.

It runs on what you already own. You don't need to switch systems. The work happens on the phone, email, website and case or client management tools you already use.

And the gap is real. In Clio's 2024 secret-shopper study of 500 US law firms, 67% didn't respond to an emailed inquiry and only 40% answered the phone. (Clio, 2024 Legal Trends Report)

For insurance agencies and CPA firms, I won't quote a number I can't source. You don't need my number anyway. Put your own figures into the missed call and slow reply calculators and see what a slow response is likely costing your firm.

A lot of owners tried a general chat tool first and found it didn't move anything. I wrote about why a chat tool on its own usually stalls. The short version is that it was never connected to the moment a prospect reaches out.

What intake looks like in each kind of firm

The basics are the same everywhere: answer fast, collect a few key details, book the next step, follow up, and log it. The details differ.

Law firms

A prospective client calls, fills out a web form or sends an email, often in the middle of a stressful moment. They want to know someone heard them and what happens next. Good intake captures their name, contact details and a short description in their own words, then books a consult. Conflicts checks and case evaluation stay with your attorneys and staff.

Insurance agencies

Inquiries are usually quote requests, questions from someone shopping around, or referrals from existing clients. A prospect who is shopping is often contacting more than one agency. What matters is a fast acknowledgment, gathering the basics a licensed agent needs, and getting that agent on the calendar. Coverage recommendations stay with the licensed agent.

CPA firms

Inquiries pile up around deadlines and often arrive after hours, from business owners who finally have a spare minute. Someone needs help with a return, bookkeeping, a notice they received or a new entity. Good intake sorts the request, confirms the basics and books a discovery call. Tax positions and the decision to take on an engagement stay with your partners.

How to pick your first 3 or 4 things to automate

Start by listing every repeated step between "someone reached out" and "signed client." That includes answering the phone after hours, replying to web forms, chasing people who went quiet, reminding people about consults and logging where each inquiry came from.

Then score each step from 1 to 3 on four questions.

  1. How often does it happen? Every day scores a 3. A few times a month scores a 1.
  2. What does a miss cost, in your own numbers? Think about what a typical new client is worth to your firm and how often this step is where you lose them. A costly miss scores a 3.
  3. Does a human still approve the words? If an attorney or partner can approve a script once and it's used as written, score a 3. If every instance needs fresh professional judgment, score a 1.
  4. Does it run on tools you already own? If yes, score a 3. If it needs a new system, score a 1.

Add up the scores. The highest totals go first. For most firms, the top of the list looks something like this:

  • Answering after-hours calls and web forms with an approved acknowledgment and a way to book
  • Following up with inquiries that went quiet, on a set schedule
  • Sending consult reminders so fewer people forget
  • Logging every inquiry and its source in your case or client management tool

That's the whole first project: three or four things, working and measured, before you add anything else.

This is the Audit, Optimize, Automate approach. Audit where inquiries actually go today. Optimize the steps, because if you automate a broken handoff you just get a faster broken handoff. Then automate. You can read more about the Audit, Optimize, Automate method.

Not sure where your firm stands today? The Intake Speed Check is a quick way to find out (more on it below).

What not to automate first

Some things look tempting but should wait, and some should never be automated at all.

  • Anything that gives legal, insurance or tax advice. Intake answers "we got your message, here's how to book." It does not answer "do I have a case," "am I covered" or "can I deduct this."
  • Anything touching privileged or sensitive facts without counsel review. Intake should collect what's needed to book a consult, not a full account of what happened.
  • Staff judgment on conflicts, claims, coverage or engagements. Automation can route, remind and log. People decide.
  • Document drafting as a first project. It may make sense later. It's harder to measure and carries more risk, so it's a poor place to learn.

One more: whether and how callers are told they're talking with AI is your counsel's decision. The setup follows whatever your counsel decides.

How to measure it

If you can't measure it, you can't tell whether it worked. Each month you get one page with four measures:

  1. Median time to first response. How long a typical new inquiry waits before hearing back. The goal is under 5 minutes, day or night.
  2. After-hours coverage. Whether inquiries that arrive at night and on weekends get answered, or sit until someone gets in.
  3. Follow-up attempts per inquiry. How many times someone who went quiet is contacted before the file is closed.
  4. Inquiries to consults to signed clients, by source. Which channels bring in people who actually sign, so you know where to put your effort.

There's no dashboard to babysit, just one page you can read in a couple of minutes.

Example, not a real firm

This made-up example shows the shape of the change. A family law practice with about 20 people gets a steady flow of web form inquiries, many of them in the evening.

Before. Evening web forms land in a shared inbox. Someone replies the next business morning, or later if the front desk is buried. If the prospect doesn't reply, nobody follows up. Nobody tracks which inquiries came from which source.

After. Within minutes of a form coming in, the prospect gets an attorney-approved acknowledgment by email (and by text, if they agreed to texts) with a way to book a consult. If they don't book, they get a few more approved follow-ups on a set schedule. Then the file goes to intake staff for a personal call. Every inquiry is logged in the firm's case management tool with its source. Staff start each morning with a short list: who booked, who didn't, and who needs a call.

I'm not going to put a made-up percentage on that. The point is that the firm can now see its own results on the monthly scorecard instead of guessing. If you'd like to see this in action, you can see a demo.

Straight answers

Does this replace my receptionist or intake staff?
No. It covers the gaps (after hours, busy moments, follow-up that slips) and hands people to your staff. Your team still has the conversations that matter.

Do callers know they're talking to AI?
Your counsel decides how AI use is disclosed to callers, and the setup follows that decision. Attorneys or partners approve every script before it's used.

Will it give legal, insurance or tax advice?
No. It acknowledges inquiries, collects basic details, books next steps and follows up. Advice stays with your licensed professionals.

Do we have to switch tools?
No. It's set up on the phone, email, website and case or client management tools you already use, and your firm keeps everything built.

How long until it's live?
Usually 30 to 45 days, and then the monthly scorecard starts.

Where to start this week

You don't need a big AI strategy to get started. You need to know how fast your firm answers a new inquiry today, on each channel, during the day and after hours.

That's what the Intake Speed Check shows you, at no charge. With your permission and a ticked consent box, I send about 6 plain, generic test contacts: a business-hours call, an after-hours call, a web form, an email, and chat if you have it. I log timing only. Calls aren't recorded, and test inquiries never invent injury or legal facts or fake claims. Within 5 business days you get a 1-page scorecard with a letter grade per channel and one "fix this first" item.

Request your Intake Speed Check.

Prefer to talk it through? Book the 15-minute audit call.

SamJak AI is Sam Jak's independent business, run outside his full-time employment. It is not affiliated with, endorsed by, or acting for any current or former employer or its customers.