Skip to content

WaitlistCourse: production AI that never makes up a number

From prototype to production: AI that never makes up a number

A course for developers: real documents, RAG, agents, evaluation and where AI ends and deterministic code begins.

Not on sale yet. People on the waitlist hear about the launch first, with no obligation to buy.

Course: production AI that never makes up a number: overview

In short

A course for developers: real documents, RAG, agents, evaluation and where AI ends and deterministic code begins. Built for developers who already call AI APIs and want to reach production, engineering teams in regulated industries and data and software engineers moving into applied AI. It is not on sale yet and the waitlist is open; the expected price is Founding cohort, then cohorts at US$ 299 to 499; in-company workshops on request (estimate).

Status
Waitlist
Price
Founding cohort, then cohorts at US$ 299 to 499 (estimate); in-company workshops on request
Updated

01The problem

Developers know how to call an AI API, but not how to take a reliable system to production in a regulated industry.

02The solution

A hands-on course based on production experience: document processing, deterministic verification, RAG with citations, agents with tool calling, evaluation and cost.

Every example in the course is built from scratch, with public or synthetic data.

03How it works

01Video modules02Guided project03Evaluation04Live sessions
  1. Video modules

    Short lessons, from the real document to the system in production.

  2. Guided project

    You build a complete system from a repository with public or synthetic data.

  3. Evaluation

    Every stage has tests and metrics to prove the AI made nothing up.

  4. Live sessions

    The founding cohort gets live sessions and a community for questions.

The highlighted step checks the result before anything moves on.

04What you gain

  • An architecture that holds up to an audit. Where AI ends and deterministic code begins, in practice.

  • A complete project to study. A repository with real-world documents, RAG with citations and agents.

  • Cost and quality under control. Automated evaluation and model cascades from day one.

06What's included

  • Video modules
  • Repository with a complete project
  • Community and live sessions

07Who it's for

  • Developers who already call AI APIs and want to reach production
  • Engineering teams in regulated industries
  • Data and software engineers moving into applied AI

08Price and terms

Expected price · Estimate

Founding cohort, then cohorts at US$ 299 to 499 (estimate); in-company workshops on request

Estimate; may change before launch.

Billing: live cohort (founding, then quarterly) or in-company workshop.

Join the waitlist

09Frequently asked questions

How much will the production AI course cost?

The expected price is Founding cohort, then cohorts at US$ 299 to 499 (estimate); in-company workshops on request. It's an estimate and may change before launch; people on the waitlist get the terms first.

When does enrollment open?

Join the waitlist: the founding cohort opens once there are enough students, with special terms.

Who is the course not for?

People who don't code yet. The course starts from the point where you already know how to call an AI API and want to take the system to production.

Who builds it

Osney A. de Souza

AI engineer · Joinville, Brazil

Five years of software development and AI systems in production. The person who handles your project is the one who designs it and writes the code.

  • Runs an AI-assisted audit platform in production, backed by thousands of automated tests
  • License plate recognition with deep learning for large-scale video monitoring
  • Software Engineering student (Univille, expected 2027)

Waitlist

Join the waitlist

You'll hear from us at launch and, before that, only with relevant news about this product. No obligation to buy.

Send an emailjuniorthesouza017@gmail.com Message on WhatsApp(47) 98864-2296

Send a message with the product name. We'll let you know at launch, with no obligation to buy.

Other products

Beta

Presentation generator

Turns outlines, spreadsheets and reports into PowerPoint presentations in your company's look, ready to edit.

from US$ 450

Pilot program

PLC and HMI data collector

Automatic collection of the logs PLCs and HMIs already produce, sent to a cloud database with a production dashboard, without new equipment. It's in a pilot program: the first deployments are closely accompanied.

from US$ 1,200

Waitlist

NeuroCNC

A lab prototype, not yet tested on a real machine: it combines part measurements, tool changes and CNC telemetry to suggest compensation, applied only with operator approval. We're looking for the first partner company for a pilot.

from US$ 1,900