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U3 Academy
ProfessionalComing soon

AI Inside Products

Build language models, agents, automations and WhatsApp into your product as structured systems, not toys.

  • 8 modules
  • 9 hours
  • Completion certificate
  • Last updated:
Price announced soon
Join the waitlist
A sample clip until the real recording is uploaded

About the course

New products use AI from the inside. You learn to use language model APIs and build a provider abstraction so you can change models without breaking the product.

You build agents and automations, connect the WhatsApp Business API and CRM workflows, and understand MCP and connectors. Most importantly, you build structured AI systems with defined outputs, validation and known costs.

Who it is for

  • Developers building SaaS products
  • Product teams adding AI features
  • Freelancers building automations for clients

The problem it solves

Adding a chatbot to a product is easy. The hard part is making the feature work every time at the same quality, at a known cost, respecting customer data, and not tied to a single model that may change tomorrow.

By the end you will be able to

  • 1Use language model APIs with structured outputs
  • 2Build an abstraction layer that allows switching providers
  • 3Design an agent with clear tools and limits
  • 4Connect WhatsApp and CRM workflows with customer consent
  • 5Understand MCP and connectors and when to use them
  • 6Estimate and monitor the cost of every AI feature

U3 Method concepts covered

The course has two layers: a durable method that stays with you whatever the tools do, and hands on execution on today's tools that we update as soon as a tool changes.

8 method modules
No separate tool modules
Read the U3 Method

Curriculum

This is the planned curriculum. Lessons appear here as soon as the course opens.

  1. 01Language model APIsRequests, responses, structured outputs and cost.Method

    Lesson details are published when the course opens.

  2. 02Provider abstractionChange the model without breaking the product.Method

    Lesson details are published when the course opens.

  3. 03AgentsClear tools, limits and steps.Method

    Lesson details are published when the course opens.

  4. 04AutomationsTasks that run on their own, with monitoring.Method

    Lesson details are published when the course opens.

  5. 05WhatsApp Business APIApproved templates and messages with customer consent.Method

    Lesson details are published when the course opens.

  6. 06CRM workflowsConnecting AI to customer follow up.Method

    Lesson details are published when the course opens.

  7. 07MCP and connectorsWhen to connect the model to your systems and how to protect data.Method

    Lesson details are published when the course opens.

  8. 08Structured AI systemsDefined outputs, validation and cost limits.Method

    Lesson details are published when the course opens.

Required tools and their cost

Tool costs are not included in the course price.

Approximate monthly estimate

$25 to $150 a month

Approximate monthly tool spend in USD while you practice, checked on 4 October 2026. Tool costs are not included in the course price.

Required tools

Optional tools

Tool costs are not included in the course price. You need API credit for a language model, a Claude plan for coding and a WhatsApp Business account for testing. The amount is an approximate monthly estimate; prices and free plans change, so check them on the official sites.

Last verified: 4 October 2026

Projects

  • An AI assistant inside a product

    An AI feature with structured outputs, validation and cost limits, plus a WhatsApp notification for a key event.

Before you start

The Complete Product (required).

Certificate

U3 Academy · Certificate

Completion certificate

Issued when you finish every lesson and required assessment, with a verification code anyone can check.

How anyone can verify a certificate

Who teaches you

Mohamed YousryFounder and Creative Director, U3 AI AgencyFounder and Creative Director of U3 AI Agency in Alexandria. At U3 Academy he teaches the same system he uses to direct films, commercials and platforms for clients in Egypt, the Gulf and Europe.

Tell me when it opens

The course is in preparation. Leave your email and we will tell you when it opens; we will not announce a date we are not sure of.

One email when this course opens. This does not subscribe you to marketing emails.

Questions about the course

The course is being prepared and filmed. Join the waitlist and we will tell you the moment it opens. We will not announce a date until we are sure of it.

We start with Claude and build the layer that lets you change the model or provider later.

Yes. Business messages need approved templates and the customer's consent to receive them.

Last updated:

Courses to continue with

  • Beginner

    Building Foundations

    Understand how a product works, simply, write the brief before the code, and ship a real landing page in an hour.

    14 lessonsAbout 3 hours
    Price announced soon
  • IntermediateComing soon

    Claude Code for Real

    Work with Claude Code like a professional team: Git, branches, iteration, reading errors, safe keys and deployments without surprises.

    About 7 hoursWaitlist open
    Price announced soon
  • ProfessionalComing soon

    The Complete Product

    A real product with database, auth, storage, payments and an admin dashboard, plus patterns for the systems the market needs.

    About 10 hoursWaitlist open
    Price announced soon

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AI Inside ProductsPrice announced soon
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