Free AI stack
Open-Weights AI for Small Business
Run real business tasks on free, open AI models — legally, safely, and at near-zero cost.
Which open models fit which tasks, where to run them free, the plain-English license matrix that keeps commercial use legal, and the honest rule for when paid AI is still worth it.
Launch list open14-day refundSingle-seat license
Checkout opens shortly. Join the launch list and you'll be first in — often at an early-bird price.
Why this exists
AI subscriptions and surprise API bills add up fast, and most owners have no idea open-weight models can do much of the same work for pennies. The catch nobody explains: model licenses. This guide covers both.
The outcome
What you'll walk away with
In the download
What you get
- The plain-English model license matrix
- The task-to-model picker
- Setup paths: free hosted, cheap hosted, your own machine
- Recipes: FAQ answerer, review replies, triage, drafts
- A license-check checklist + monthly cost tracker
Contents
What's inside
- 01Open-weight vs subscription AI — the real trade
- 02The license matrix in plain English
- 03Which tasks run great on free models
- 04Where to run them
- 05The recipes
- 06The escalation rule
- 07Cost math for a typical month
- 08Templates
The guarantee
Checkout closed
Join the launch list while this product receives its own delivery proof.
14-day refund
Not useful? Reply and we refund you. No forms.
Single-seat license
Yours to keep — including future v1.x updates.
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Questions
Common questions
Is using open models for my business legal?
Usually yes — but it depends on the model license, and they differ meaningfully. The heart of this guide is a plain-English matrix of which license families allow commercial use plainly, which have conditions, and which to avoid. (Informational, not legal advice.)
Do I need a gaming PC or a GPU?
No. Most recipes run on free or cheap hosted tiers. A capable local machine is one option the guide covers — with realistic hardware notes — not a requirement.
Is the quality actually good enough?
For a specific set of tasks — drafting, summarizing, FAQ answering, classification — yes, and the guide maps exactly which. It is equally clear about where frontier paid models are still worth it, with a simple escalation rule.
Will this replace my ChatGPT subscription?
Maybe partially. The goal is not purity, it is cost sanity: move the high-volume repetitive work to near-zero-cost models and keep paying only where quality genuinely matters to you.
How is it delivered?
Instant. After checkout you get a download link by email. It is a digital download — no shipping, no account to manage.
What if it is not useful?
14-day, no-questions-asked refund on every product. If it is not useful, email us and we refund you.
Launch list
Be first when it opens
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The catalog
