# Marcus Delgado, Owner at Delgado Creative Group — read of Quote to Contract AI, May 23 2026

> 14 years running a web/brand agency in Phoenix, 11 people on payroll, probably sends 6-10 proposals a month and closes maybe half. Has a 9-year-old who plays travel baseball. Does all his admin reading on Thursday nights when the kid is at his mom's.

## How I got here

Typed "proposal to contract automation" into Google on a Thursday at like 10pm because I just spent 45 minutes manually copying scope language from a Proposify quote into a DocuSign template for the third time this month. Clicked three links. Two were SaaS platforms with $200/month minimums and "book a demo" as the only CTA. This one was the third.

## What I clicked first

The "Watch the 30-second explainer" link in the nav pulled my eye because I'm tired of reading walls of copy at night. Then I read the hero: "Turn estimates into signed contracts in seconds." That's the exact thing I want. Specific, plain, describes the job. I kept going.

## Where I paused

The scoring block stopped me cold. Not because it was bad, actually the opposite. They're showing "$-20,984 Year-1 take-home (Fermi)" and "1 in 6 Meaningful-success odds" right on the product page. I read that twice. That's not a product page, that's closer to a prospectus with a disclaimer. Then I hit "Honest disclosure: we don't have live customers on this idea yet." That's a sentence you almost never see, and I don't know whether to respect it or run.

## What I distrusted

"financial upside: 1/10" is listed under Concerns, and I still clicked a button to potentially pay $99 for a code starter. I'm sitting here asking myself whether the "radical transparency" framing is itself a positioning play. It's smart if it is. The Fermi math ($-20K year one, 17% odds) reads genuine, but it's also unfalsifiable. Anyone can publish a model. The "Smart Terms Library" feature bullet says AI "learns your standard contract patterns" but there's nothing on the page that tells me what that actually means in practice, like does it read my past contracts, do I upload templates, is there a review step. That whole feature is vibes.

## What would convince me

One video of a real agency owner walking through a live conversion, starting from their actual Proposify or HubSpot quote, clicking the button, and showing what comes out the other side in DocuSign. Not a staged demo with fake company names. I want to see what happens when the scope is ambiguous or has line items that don't map cleanly to contract language. That's the failure mode I care about. The "Risk Flagging" feature is the one that would either make this a must-buy or reveal it's just a template stitcher with a fancy label.

## What I'd ask in an email reply

1. When you say "AI learns your standard contract patterns" what's the actual onboarding process? Do I upload my existing contracts, do I answer questions, or does it start from scratch with generic templates?

2. The Risk Flagging feature, what does it actually flag and how? Does it surface the clause and explain what's missing, or does it just say "we noticed a gap in liability language" and leave me to fix it?

3. You're showing a negative year-one take-home in the Fermi estimate. Are you saying this as a builder-side projection (I build this and sell it) or as an operator-side projection (I use this in my agency and it saves me X)? I genuinely cannot tell from the page which way this product is pointed.

## Verdict: on-the-fence

The honesty framing is the most interesting thing on the page and it's doing real work, I stayed longer than I normally would. But I still don't have a clear picture of what the product actually produces at the end, and for a contract that a client will sign, that's not a small gap.

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*Memo by skeptic persona, generated 2026-05-23. Studio breaks own self-grading loop.*