# Marcus Delgado, Head of Vendor Operations at Crestline Supply Co. — read of Contract Review AI, June 4 2026

> 9 years in ops and procurement, currently managing about 200 vendor contracts a year across a 90-person industrial distributor. I send maybe one thing a month to our outside counsel and it costs us $400 every time.

## How I got here

Googled "ai contract review small business no lawyer" sometime around 10pm after my daughter's soccer practice. We had a vendor slip an auto-renewal clause into an amended MSA last quarter and it cost us $18k we weren't budgeting for. I'd already looked at Ironclad (overkill, built for in-house legal teams), SpotDraft (same), and one called Summize that I couldn't even get a price from. This came up on page 2. I clicked because the URL had the words "contract" and "review" and I was tired.

## What I clicked first

"Legal review done in minutes, not weeks." Fine. I've read that line 15 times this year. What made me keep reading was the next line: "Flag risks in seconds. Identify liability exposure, missing clauses, unfair terms before you negotiate." That's actually the sequence I care about. Not after. Before. Most tools bill themselves as post-signature audit tools. This at least framed it around negotiation prep, which is where I actually need help.

## Where I paused

The section that says "Compare against your playbook. Learn your deal patterns. Every contract after improves the model's judgment." I stopped here because this is either the thing that makes this 10x better than everything else I've tried, or it's the thing that sounds good in a pitch deck and doesn't exist yet. The idea that it gets calibrated to my vendor history, not some generic legal corpus, is the right idea. My pain isn't generic contracts. My pain is net-60 terms and indemnification language specific to industrial distribution. If this actually does what it implies, I'd pay for it.

## What I distrusted

The pivot. Halfway through what I thought was a product page, I hit this:

"Honest disclosure: we don't have live customers on this idea yet. We shipped the strategy package; you ship the customer conversations."

Wait. This isn't a product I can buy and use. This is an idea someone is selling to entrepreneurs who want to build this thing. The pricing confirms it: "Adopt for $99 - $199." That's not a SaaS subscription. That's buying a build kit.

The whole first half of the page is written like I'm a buyer of contract review software. The second half reveals I'm supposed to be an entrepreneur who wants to launch a contract review software company. I don't know who I'm supposed to be reading this as. That's a real problem. "The Wishdeal Factory scores every idea against 10 Adoptability axes" shows up with no setup, no explanation of what Wishdeal Factory is, and I'm left trying to figure out if I've been reading a product page or a business-idea catalog this whole time.

Also, "$-23,200 Year-1 take-home (Fermi)" is alarming math to put on a page and expect to build confidence. Even if I understand it's an honest projection, that's the number I'm walking away with.

## What would convince me

If I'm the wrong audience entirely (i.e., this is for founders, not operators), then nothing on this page needs to convince me because I'm not the target. But if there's a version of this where I can actually use the tool, show me one real contract scenario. Not a demo video with a fake NDA. Show me a distribution services agreement with a problematic limitation-of-liability clause and tell me exactly what the tool flagged, what it missed, and how long it took. That's it. One real example.

If this is for founders: the $-23,200 projection needs a one-paragraph explanation in plain language. Right now it reads like the page is trying to be honest but accidentally terrifying instead.

## What I'd ask in an email reply

1. Is there a usable product today, or is the $99 tier buying me code and copy to build one myself? I genuinely could not tell from the page.
2. If there is a working product, how does the "playbook comparison" actually work in practice? Do I upload my existing contracts to train it, or is this a future feature?
3. Who is the intended reader of this page? Because I came looking for software and found what looks like a business-idea marketplace, and I'm not sure which one is real.

## Verdict: on-the-fence

The honest disclosure is the most refreshing thing I've read on a product page in two years, and I mean that. But the page is fundamentally split between two audiences and I don't know which one I am. If there's a real tool I can use tomorrow, someone needs to say so in the first 100 words.

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*Memo by skeptic persona, generated 2026-06-04. Studio breaks own self-grading loop.*