# Marcus Tully, Managing Partner at Tully & Osei Law — read of Law Firm AI, May 28 2026

> 14 years in plaintiff-side personal injury, 8 attorneys, downtown Sacramento. We run Clio, LexisNexis, and a handbuilt Airtable intake tracker I've been meaning to replace since 2022.

## How I got here

Searched "ai intake screening law firm small" on a Sunday afternoon because we missed a call Friday at 7:40pm and the prospect had already signed somewhere else by Monday morning. A Reddit thread in r/legaltech had a link. Clicked it more out of exhaustion than hope. I've looked at probably a dozen of these pages in the last 18 months.

## What I clicked first

The after-hours hook hit me before anything else: "Calls that come at 9pm get answered, conflicts checked, and retainers drafted while you sleep. By 7am, the qualified lead sits in your queue, ready to review and sign." That's the actual sentence that describes the Friday problem. I kept reading.

## Where I paused

The conflict check section. It says: "AI runs every prospect name and company against your entire matter database, opposing counsel list, and third-party conflict checker (LexisNexis, Westlaw). It flags soft conflicts (family ties, past employment)...Zero false negatives." I stopped on "Zero false negatives" for probably 90 seconds. That is either the most important sentence on the page or the most reckless. In a malpractice context, claiming zero false negatives in conflict detection is either a deeply technical guarantee with a specific methodology behind it, or it's someone who doesn't fully understand what they're promising. I don't know which. The page doesn't tell me.

## What I distrusted

Three things.

First: the numbers feel round-tripped from a calculator, not from a customer. "47 hours/week saved. On average." On average of what? Two beta firms? A simulation? The "$220K ARR increase" is even more suspicious. That's specific enough to sound real, vague enough to be invented. The page says "Case median from faster closing" which is not a sentence.

Second: buried way down the page in fine print: "Honest disclosure: we don't have live customers on this idea yet." I almost missed this. It's genuinely admirable that it's there. But it also means every number above it is a model. The 47 hours, the 3.2x, the 60% cost drop. None of it is from a real firm that ran this for six months.

Third: "Attorney-client privilege is preserved: AI flags privileged documents but never reads or stores their content." I have no idea how that works mechanically. How does it flag something it didn't read? This needed one more sentence of explanation and it doesn't have one.

## What would convince me

One firm, named, that ran the intake module for 90 days and can say what their missed-call rate was before and after. Not a headline number. A real person I could call. Even if they're a referral customer at a discounted rate, I want to hear "we had 40% of our PI leads coming in after 5pm, we turned on this thing, here's what happened." That's it. That's the whole ask.

On the conflict check specifically: I want the methodology in writing. Not marketing copy, an actual spec. What database does it query, how often does it sync, what counts as a match, what is the escalation path when it's uncertain. If someone thought through those edge cases, I trust the product. If it's just "we call the LexisNexis API," I need to know that too.

## What I'd ask in an email reply

1. The page says zero false negatives on conflict checks. Can you walk me through what happens when a prospect shares a last name with an existing client but it's a different family? Does the system flag it for human review or does it pass it?

2. You mention you don't have live customers yet. What does the free trial actually give me to evaluate with? Can I run it against our real intake backlog or is it a sandbox?

3. What does "retainer drafted while you sleep" mean exactly? Is it a template with fields filled in, a document the client actually signs, or something in between?

## Verdict: on-the-fence

The after-hours framing is the most accurate description of my actual problem I've seen on any of these pages. But I can't evaluate the conflict check claim with what's here, and finding out mid-client that "zero false negatives" meant "we did our best" would be a bar complaint. I'd reply to a short cold email but I wouldn't start a trial until someone answers question one.

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*Memo by skeptic persona, generated 2026-05-28. Studio breaks own self-grading loop.*