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Pre-built business · Available to own

Own DeployAI.

Deploy AI Models in Minutes

AI model deployment platform for SMBs avoiding Hugging Face through tutorials and simplicity.

$216kYear 1 ARR
-$32ktake-home Y1
$48kto production
11%odds of meaningful success

What you'd own.

Every artifact below transfers to your accounts on day one. The whole engine.

What Roll Digital builds for you.

Custom scope to take DeployAI from MVP shell to operating business.

Why this could work.

A clear 70k SMB TAM exists with allocated ML-ops budget and zero dedicated staff. SEO-driven inbound via deployment tutorials demonstrates proven low customer acquisition cost at scale. Free-to-paid conversion is an established and repeatable motion in developer tools. Timing aligns perfectly: SMBs are actively shipping AI features but lack deployment expertise, proper hosting infrastructure, or budget for professional consulting services.

What you'd risk.

Hugging Face Spaces and similar free services already solve 80 percent of the use case. GPU compute costs remain volatile and hard to margin sustainably. Unit economics crater if one viral customer model runs unchecked before billing activates. No-code ceiling is hard: users churn or demand custom engineering the moment use cases grow beyond templates.

Who this fits.

An operator with SaaS scaling experience and real credibility in AI and MLOps tools. Ideally someone who has sold to or managed SMBs with active AI initiatives. Needs hands-on technical judgment to balance feature scope against volatile GPU cost economics. Sales-driven founders or agency owners with existing ML customer relationships, technical credibility, and established distribution channels are the most suitable fits.

Timeline.

From contract signing to operating business.

  1. Day 1
    Assume operations, access codebase, review existing customer contracts
  2. Week 1
    Interview active users, map churn reasons, identify quick fixes
  3. Week 3
    Deploy first backend stability improvements and new deployment templates
  4. Week 6
    Activate Stripe billing, migrate free users to metered tier
  5. Day 90
    Measure month-one paid conversion rate, adjust GTM based on cohort data

Pricing.

Three ways in, depending on how much you want to build yourself.

Look around

Preview Pass

$5/mo

Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.

  • Every "Own this" buyer-decision page
  • Full Fermi-math models
  • Every agent design spec
  • 10 outreach plays per product
  • Buyer-skeptic memos with verdicts
Build it for me

Chief Operator

$75/hr

A Roll Digital chief operator builds DeployAI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.

  • One operator, end-to-end
  • Unlimited AI tokens (we eat the cost)
  • Hosting, database, integrations
  • Production app on your domain
  • Hours-based, no scope cap
  • Pay weekly, stop any time

Ready to own DeployAI?

Reserve this business →

Or talk to Wes first.