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AI Build Labs

Open the tools.
Build something useful.

Practical, step-by-step AI training with an instructor. Follow along, try it yourself and build a useful task, workflow or prototype for your level. Join live online or in person, with required pre-work to prepare you.

Adults learning together with laptops in a classroom
AI-generated classroom illustration

Three levels. A practical next step.

Start where you are.

Training across ChatGPT, Claude, Grok and Microsoft Copilot. Core ideas transfer across platforms; individual tools and features depend on your account and plan.

01 / Beginner / Foundation

Understand AI. Get confidently set up.

A safely configured workspace and a useful first AI-assisted task.

15-module pathway
Online or in person

View beginner modules
02 / Intermediate / Practitioner

Connect your tools. Make work repeatable.

A tested multi-step workflow with reusable skills and clear review points.

15-module pathway
Online or in person

View intermediate modules
03 / Advanced / Builder

Design the architecture. Build the application.

A working application prototype, documented architecture and a release plan.

15-module pathway
Online or in person

View advanced modules

Choose your pace

One complete course.
A schedule that fits.

Your course covers the full 15-module pathway. Combine required pre-work with live learning in a one-day intensive, shorter sessions over a few hours, or a course spread over several weeks.

  • Live in person: learn with an instructor and build together
  • Live online: join your instructor for guided lessons and practical exercises
  • One-day intensives, shorter sessions or courses over several weeks
  • Scope and schedule agreed around your level and goals

The full course fee is per person, regardless of the agreed delivery schedule. Pre-work prepares you for live practice; contact hours and the session timetable are confirmed before booking.

NB · Required for every course

Pre-work first.
Then build together.

You must complete your course’s pre-work before attending the live Build Lab session. This applies to Beginner, Intermediate and Advanced participants, online and in person.

We provide level-specific preparation materials and tasks ahead of your course. Your joining instructions will confirm what to complete and when it is due.

  • Beginner: foundation material, account setup and an introductory exercise
  • Intermediate: workflow preparation, tool access and a task to improve
  • Advanced: technical setup, prerequisites and a project brief

If you need help completing the pre-work, contact us before your live session so we can agree the next step.

Explore the curriculum

What will you learn?

Open a level to explore its 15 modules. Each pathway combines concepts, practical exercises and a useful final build.

01 / Beginner / FoundationUnderstand AI. Get confidently set up.15 modules · Online or in person

Your practical outcome: A safely configured workspace and a useful first AI-assisted task.

Required before your live Build Lab: complete the beginner pre-work materials and preparation tasks.

  1. Where AI began

    Trace the journey from early AI ideas to today’s generative tools.

  2. How AI has evolved

    Understand the shifts from rules and machine learning to modern assistants.

  3. Large language models explained

    Learn how LLMs generate responses and why they can get things wrong.

  4. The language of AI

    Decode prompts, tokens, context windows, models, agents and hallucinations.

  5. Choosing your AI assistant

    Compare everyday uses of ChatGPT, Claude, Grok and Microsoft Copilot.

  6. Account and workspace setup

    Set up your account, preferences and a practical workspace for learning.

  7. Privacy and sharing controls

    Check data-use settings, project visibility and sharing permissions before uploading work.

  8. Your first useful prompts

    Give clear instructions, context, examples and a desired output format.

  9. Projects and organised context

    Keep related work, source files and instructions together where your platform supports it.

  10. Working with files and sources

    Use documents as context while checking relevance, permissions and sensitive data.

  11. Everyday productivity

    Apply AI to writing, summarising, planning and research with human review.

  12. Reusable instructions and first skills

    Create a reusable task recipe and explore native skills where available.

  13. Memory and personal context

    Build a portable context file and understand what your assistant does and does not remember.

  14. Checking answers and responsible use

    Verify claims, spot weak outputs and know when a human must decide.

  15. Your first practical build

    Complete and demonstrate a useful workflow for a real task.

02 / Intermediate / PractitionerConnect your tools. Make work repeatable.15 modules · Online or in person

Your practical outcome: A tested multi-step workflow with reusable skills and clear review points.

Required before your live Build Lab: complete the intermediate pre-work materials and preparation tasks.

  1. From prompts to workflows

    Break a recurring task into inputs, steps, decisions and outputs.

  2. Choosing the right model and mode

    Match the assistant’s capabilities, speed and cost to the job.

  3. Deeper ChatGPT workflows

    Explore projects, files and supported tools for structured day-to-day work.

  4. Transferring workflows across platforms

    Adapt a workflow for Claude, Grok or Copilot without assuming identical features.

  5. Connectors and permissions

    Connect supported services with the minimum access needed for your task.

  6. Plugins and tool extensions

    Understand platform-specific extensions and assess their permissions and reliability.

  7. Designing reusable skills

    Write task instructions, examples and checks that make a skill repeatable.

  8. Knowledge and memory architecture

    Separate trusted sources, working context and long-term reference material.

  9. Obsidian as a knowledge workspace

    Organise linked notes and reusable knowledge to support your AI workflows.

  10. Grounded research and retrieval

    Retrieve relevant information and tie outputs back to verifiable sources.

  11. Structured outputs and data

    Turn messy information into useful tables, fields and consistent formats.

  12. Multi-step automations

    Connect triggers, AI steps and actions with approval points.

  13. Generative content workflows

    Build a repeatable process for text, images or other supported media.

  14. Building a custom AI assistant

    Configure a focused assistant using an existing model, instructions, knowledge and tools.

  15. Testing and demonstrating your workflow

    Measure usefulness, handle failures and present an end-to-end practical build.

03 / Advanced / BuilderDesign the architecture. Build the application.15 modules · Online or in person

Your practical outcome: A working application prototype, documented architecture and a release plan.

Required before your live Build Lab: complete the advanced pre-work materials and preparation tasks.

  1. From problem to product brief

    Define users, requirements and a small, testable first release.

  2. GitHub and repository setup

    Create a repository and learn commits, branches and code review.

  3. Your development environment

    Set up an editor, dependencies and a repeatable local workflow.

  4. Thinking in architecture

    Map the interface, server, data, integrations and trust boundaries.

  5. Choosing web or mobile

    Choose a delivery approach based on users, devices and distribution needs.

  6. AI-assisted application building

    Use assistants to scaffold and refine code while reviewing their changes.

  7. Connecting model APIs

    Call an existing model securely and manage requests, errors and usage.

  8. Data modelling and storage

    Design the records and database your application actually needs.

  9. Identity and access control

    Add sign-in, roles and server-side permission checks.

  10. Knowledge retrieval for applications

    Connect approved source material to grounded AI responses.

  11. Tools, agents and orchestration

    Design bounded tool use with clear permissions and human approval.

  12. Integrations and background jobs

    Connect external services and handle retries without duplicate actions.

  13. Testing, security and evaluation

    Test behaviours, protect secrets and evaluate AI output quality.

  14. Deployment and operations

    Release a prototype with monitoring, cost controls and a rollback plan.

  15. Capstone and technical handover

    Demonstrate your application and document its architecture and next steps.

Your investment

Your full course. One clear price.

Course fees are per person for the complete 15-module pathway, whether you learn online or in person. Choose the live-session schedule that suits you.

Beginner / Foundation

Complete course

R10,000 / person

All 15 modules, required pre-work and live Build Lab learning. Online or in person, on an agreed schedule.

Intermediate / Practitioner

Complete course

R12,000 / person

All 15 modules, required pre-work and live Build Lab learning. Online or in person, on an agreed schedule.

Advanced / Builder

Complete course

R16,000 / person

All 15 modules, required pre-work and live Build Lab learning. Online or in person, on an agreed schedule.

These are full-course fees, not daily or hourly rates. Tax treatment, venue arrangements, software requirements and any separately chargeable extras will be confirmed before payment.

Microsoft specialist courses

Make Microsoft AI work for your working day.

Your team already has work to get through. Learn how to use Copilot to move it forward—and Cowork to tackle larger, clearly bounded assignments. Based on our MicOS course material, expanded into live, instructor-led practice.

Microsoft Copilot: Beginner R12,000 · Intermediate R14,000 · Advanced R16,000 per learner, per full course, excluding VAT. Cowork course fees are shown below.

Beginner · R12,000 per learner / full course · excl. VATMicrosoft Copilot4 core modules + facilitated practice and capstone

Spend less time catching up. Turn email, meetings and documents into a clear next step.

You leave with: A reusable work brief, a connected Microsoft 365 workflow and a source-backed research notebook.

  1. Your AI companion for work

    Use the W.O.R.K. framework to choose the right Copilot experience, context and review checks.

  2. Copilot across Microsoft 365

    Practise taking one task across Outlook, Teams, Word, Excel and PowerPoint.

  3. Research, think and organise

    Build a research notebook that separates evidence, assumptions and unanswered questions.

  4. Safe and responsible Copilot

    Check permissions, appropriate data use and output quality before work leaves your hands.

Your classroom build

Bring a recurring task. In small groups, turn a fictional email thread and meeting notes into an action list, briefing and presentation outline.

Required pre-work: review the assigned MicOS preparation, complete the account/access check and bring a non-confidential work challenge. Basic familiarity with AI and Microsoft 365 is recommended.

Intermediate · R14,000 per learner / full course · excl. VATMicrosoft Copilot4 core modules + facilitated practice and capstone

Already using Copilot for everyday tasks? Connect those tasks into a consistent workflow, improve the quality of your outputs and make your process easier to repeat.

You leave with: A reusable prompt pack, a reviewed research-to-presentation workflow and a practical checklist for your team.

  1. Brief, refine and reuse

    Turn recurring tasks into structured briefs with examples, constraints and clear quality checks.

  2. Research to recommendation

    Compare supplied sources, identify gaps and turn evidence into a decision-ready recommendation.

  3. Connected work across Microsoft 365

    Develop a coordinated briefing, supporting analysis and presentation, checking consistency at each handover.

  4. Repeatable team workflows

    Document the steps, assign human review points and test your process against different inputs before sharing it.

Your classroom build

Use a fictional project pack to create a checked recommendation, briefing document and presentation outline. Peer-review the results and package your prompts and process for reuse.

Required pre-work: complete the assigned preparation and account/access checks. Bring a non-confidential recurring task. Complete Microsoft Copilot Beginner or demonstrate equivalent experience.

Advanced · R16,000 per learner / full course · excl. VATMicrosoft Copilot4 core modules + facilitated practice and capstone

Move beyond individual prompts. Build repeatable workflows your team can review and use.

You leave with: A tested leadership workflow, a decision-analysis pack and an agent prototype or design with a governance checklist.

  1. Copilot power-user workflows

    Apply P.O.W.E.R. to map recurring work, connect inputs and set human review gates.

  2. Excel and Analyst: decision intelligence

    Explore data, challenge calculations and turn findings into a defensible decision brief.

  3. Build your first Copilot agent

    Define a focused job, approved knowledge and test cases for an agent.

  4. Enterprise Copilot and agent governance

    Plan ownership, permissions, evaluation and controlled rollout before scaling.

Your classroom build

Build and peer-review a weekly leadership operating brief. Test an agent against normal and difficult inputs using an approved training environment.

Required pre-work: review the assigned MicOS preparation, complete the account/access check and bring a non-confidential work challenge. Complete Microsoft Copilot Intermediate or demonstrate equivalent experience.

Intermediate · R12,000 per person / full courseMicrosoft Copilot Cowork5 core modules + facilitated practice and capstone

Delegate a complete piece of work with confidence, then check the evidence behind the result.

You leave with: A reviewed meeting brief, a matching deck and summary, and a recurring-work playbook.

  1. Cowork 101: from chat to action

    Use D.O.N.E. to define a bounded task, supply context and inspect the result.

  2. Delegate like a pro

    Turn a vague request into a clear brief for a deck and matching one-page summary.

  3. Cowork across Microsoft 365

    Keep analysis, documents and presentations aligned around one checked set of facts.

  4. Deep research and executive intelligence

    Build a decision pack with source dates, contrary evidence and explicit gaps.

  5. Automate your recurring work

    Design and test a leadership brief with clear triggers, review points and stop conditions.

Your classroom build

Work through a fictional leadership scenario in pairs. Review cross-file consistency, challenge weak evidence and rehearse a recurring task before discussing activation.

Required pre-work: review the assigned MicOS preparation, complete the account/access check and bring a non-confidential work challenge. Basic familiarity with AI and Microsoft 365 is recommended.

Advanced · R16,000 per person / full courseMicrosoft Copilot Cowork5 core modules + facilitated practice and capstone

Create reusable ways of working, connect approved systems and build a credible plan to scale.

You leave with: A reusable skill draft, a business-system workflow design, an app test pack and an evidence-backed governance pack.

  1. Customise Cowork with skills

    Turn a repeatable reporting method into reusable instructions and test its behaviour.

  2. Plugins and business systems

    Map approved connections, data flows and action boundaries for a useful business workflow.

  3. Browser use and building apps

    Scope a bounded browser task and design and test a lightweight private app preview where available.

  4. Models, cost and orchestration

    Compare quality, human effort and usage to choose an appropriate approach for the task.

  5. Security, governance and scale

    Build a pilot charter, control register and rollout recommendation with accountable owners.

Your classroom build

Teams build a controlled prototype or reviewed design, run failure scenarios and defend a pilot go/no-go recommendation. No production rollout is required.

Required pre-work: review the assigned MicOS preparation, complete the account/access check and bring a non-confidential work challenge. Complete the Intermediate pathway or demonstrate equivalent experience.

Format, preparation and what is included

Built for in-person learning

Facilitator demonstrations, guided laptop exercises, peer feedback and a practical capstone turn the short MicOS lessons into applied learning. Delivery can be an intensive or sessions spread over several weeks; the scope and schedule are agreed before booking. Live online delivery can also be discussed.

Account and software readiness

Bring a laptop and complete the required pre-work before the live session. We confirm Microsoft licences, organisational permissions, Cowork availability and any usage costs with you in advance. Feature availability varies by account. Where access is unavailable, the agreed course uses supplied training material, demonstrations or a reviewed design exercise.

Fees and recognition

Fees are per person for the selected full course, not per day. Each course and level is booked separately. Microsoft Copilot fees are R12,000 for Beginner, R14,000 for Intermediate and R16,000 for Advanced, per learner for the full course, excluding VAT. Tax treatment for Cowork courses, venue, software costs and final inclusions are confirmed in your quote. These are Singularity South Africa courses based on MicOS learning material, not official Microsoft certification. Live courses are booked separately from Community+.

Creative Generative AI

Bring your ideas to life.

Create images, shape video stories and build campaign content with AI. Three live, instructor-led courses for marketers, creatives and teams who want to turn a brief into work they can review and use.

Beginner R10,000 · Intermediate R12,000 · Advanced R16,000
Per person, per full course. All fees exclude VAT.

Beginner · R10,000 per person / full course · excl. VATGenerative AI — BeginnerCreate your first campaign. · 6 modules + guided practice

Have ideas but struggle to turn them into visuals? Learn to brief AI, create images and shape a short video concept with guided practice.

You leave with: A creative brief, a small set of campaign visuals and a storyboard for a short social video.

  1. Creative AI essentials

    Understand where AI helps, where human judgement matters and how to evaluate a result.

  2. Write a creative brief

    Define your audience, message, visual direction and a clear deliverable.

  3. Prompt for images

    Describe subject, composition, lighting and style; compare and refine variations.

  4. Edit and stay on brand

    Use approved references, improve details and prepare visuals for different formats.

  5. From image to video

    Plan a simple sequence, write shot prompts and explore a short AI-generated clip.

  6. Build and review

    Present your campaign starter kit and check accuracy, permissions and brand fit.

Required pre-work: Complete the introductory material and account checks. Bring a non-confidential brief or use our fictional training campaign. No prior creative AI experience is required.

Intermediate · R12,000 per person / full course · excl. VATGenerative AI — IntermediateTurn ideas into campaigns. · 6 modules + guided practice

One good image is not a campaign. Build a consistent visual direction and take it through storyboards, video and social formats.

You leave with: A coordinated campaign asset set and a short edited social video, supported by a repeatable production workflow.

  1. Concept development

    Explore distinct creative routes and choose one against the brief.

  2. Visual consistency

    Build a reference pack and refine a coherent look across multiple assets.

  3. Storyboards and shot planning

    Translate a message into a clear narrative, shot list and production plan.

  4. Generate and refine video

    Practise motion prompts, continuity checks and selective iteration.

  5. Edit for the channel

    Combine selected clips, captions and cleared sound into a focused social edit.

  6. Campaign delivery

    Adapt formats, peer-review the campaign and document the workflow for reuse.

Required pre-work: Complete the assigned preparation and tool-access checks. Bring a sample image or campaign concept. Complete Beginner or demonstrate equivalent image-generation experience.

Advanced · R16,000 per person / full course · excl. VATGenerative AI — AdvancedDirect creative production. · 6 modules + guided practice

Move from individual assets to a controlled production process. Lead a campaign from creative direction through quality review and handover.

You leave with: A campaign prototype, a reusable creative production playbook and a review-ready delivery pack.

  1. Creative direction systems

    Define a campaign bible covering audience, story, visual language and acceptance criteria.

  2. Complex sequences

    Plan multi-shot scenes, reference continuity and a deliberate iteration strategy.

  3. Production workflow design

    Organise briefs, prompts, assets, versions and human approval points.

  4. Quality and efficiency

    Compare outputs, track time and generation costs, and decide what to regenerate or edit.

  5. Responsible delivery

    Build practical checks for permissions, likenesses, claims, disclosure and brand approval.

  6. Capstone and handover

    Present a complete campaign prototype with a production playbook and rollout recommendations.

Required pre-work: Complete the advanced preparation and account checks. Bring an existing creative workflow and approved reference assets, or use our training pack. Complete Intermediate or demonstrate equivalent experience.

Format, preparation and fees

Live learning in person or online, with demonstrations, guided exercises, feedback and practice between sessions. Each course has six modules; the timetable is agreed before booking. Fees cover the selected full course, not a single day.

Pre-work is required at every level. Bring a laptop and complete the account and access checks before the first session. Image-generation, video-generation and editing tools are confirmed in your joining instructions. Software subscriptions, generation credits, travel and venue costs are quoted separately where applicable.

Use approved assets or fictional training briefs. Learn to check outputs and seek the necessary permissions before publishing. These creative courses are booked separately from the general 15-module Build Labs and Community+ membership.

A little clarity

Your questions, answered.

Is the price per day or per course?

It is per person for the complete course: Foundation R10,000, Intermediate R12,000 and Advanced R16,000. It is not an hourly or daily rate. The fee covers the full 15-module pathway with pre-work and live learning.

Can I learn online or in person?

Yes. Every level can be delivered online or in person. We confirm the venue or online joining details, live-session schedule and practical requirements before booking.

How flexible is the schedule?

The same course can use a one-day live intensive, shorter sessions over a few hours, or sessions spread over several weeks. Pre-work and independent practice support the live sessions, so completing the course involves more than attendance alone.

Is pre-work compulsory?

Yes. You must complete the level-specific pre-work before the live Build Lab session. This applies to all three levels and both online and in-person delivery.

What will the pre-work involve?

Each course includes preparation materials and tasks suited to its level, such as foundation reading, account or technical setup, a short exercise or a project brief. Your joining instructions will specify the tasks and deadline.

What if I cannot complete the pre-work in time?

Please contact us before the live session. We will discuss what support or schedule adjustment is appropriate. Do not arrive expecting to complete the required preparation during the live Build Lab; any rescheduling terms will be agreed with you.

Which level should I choose?

Choose Beginner / Foundation if you are setting up and learning core concepts. Intermediate / Practitioner suits people already using AI who want connected, repeatable workflows. Advanced / Builder suits those ready to build applications. We can help you assess the right starting point.

Do I need to know how to code?

No coding experience is required for Foundation. Practitioner focuses on workflows and tool use. Builder includes technical concepts and code; we will check prerequisites and agree preparation before enrolment.

Is the training tied to one platform?

Core learning is designed to transfer across models. Practical examples may use ChatGPT, Claude, Grok or Copilot; projects, connectors, skills and other features differ between products and subscription plans.

Can we book for a team?

Yes. Tell us the number of participants, their level, preferred dates, delivery format and payment lead. We will propose the appropriate scope and quote.

Is this included in free membership or Community+?

No. Facilitated Build Labs are paid training booked separately. Community membership does not include these sessions unless your specific agreement says otherwise.

How do we confirm a booking?

Submit your enquiry. We will confirm level, availability, format, scope and pricing with your lead contact before arranging payment. No date or place is reserved by this preview.

Interested in taking part?

Complete a short enquiry and we’ll follow up with the details relevant to you.

Request programme details

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AI Build Labs

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AI Academy membership

Choose your learning access.

Free Community

Selected AI news and the three introductory courses: one ChatGPT, one Claude and one Microsoft Copilot course. Access follows application approval. No member directory, chats or groups.

Community+

R399/month or R4,000/year. All published app courses, quizzes, badges, expanded news, member connections, chats and eligible groups. No vetting required; our team activates access after verified payment.

Live programmes and Summit tickets are booked separately. Review subscription terms before payment.