Generative AI Builder
Move from using AI to building with it. Over 12 weeks you build real, deployed AI products - a full-stack AI web application, a document-trained chatbot, a working AI agent with tools and memory, and an end-to-end business automation system you can sell to clients.
Full-Stack AI App
Deployed live
RAG Chatbot
Trained on documents
AI Agent
Tools + memory
Automation
Client-ready
The programme
- Duration
- 12 Weeks · 90-100 Hours of live training
- Level
- Intermediate to Advanced
- Mode
- Classroom / Live Online - weekday and weekend batches
- Who it is for
- Generative AI Creator graduates, developers, IT/CS students, freelancers, technical marketers, entrepreneurs
- Certification
- Professional Certificate in Generative AI & AI Automation - TBSL, with online portfolio link
Prompt to Context to Workflow to Tool to API to Agent to Automation to Product. Individual AI tools change every few months. The architecture underneath does not.
12 modules
Every module ends in something you have actually built.
Advanced AI Systems & Prompt Architecture
Week 1 - 7 hrs
Practical: Build a reliable, schema-validated multi-step AI workflow with consistent structured output.
Web Foundations for AI Builders
Weeks 1-2 - 8 hrs
Practical: Build and publish a JavaScript app that calls a live API, source pushed to GitHub.
Full-Stack AI Application Development
Weeks 2-4 - 12 hrs
Practical: A deployed full-stack AI application with login, database and live AI features.
AI APIs, Function Calling & Tools
Weeks 4-5 - 8 hrs
Practical: An AI service that reads a real request, calls three external tools, returns a verified result.
AI Chatbot Development
Weeks 5-6 - 8 hrs
Practical: A deployed customer-support chatbot on a live website with lead capture.
RAG: Retrieval Augmented Generation
Weeks 6-7 - 9 hrs
Practical: An AI Knowledge Assistant answering from company documents with citations.
AI Agents: Architecture, Tools & Memory
Weeks 7-8 - 9 hrs
Practical: An AI Business Assistant with knowledge search, lead capture and approval gates.
Multi-Agent Systems & Orchestration
Weeks 8-9 - 8 hrs
Practical: A multi-agent Content Production System producing finished campaign assets end to end.
AI Workflow Automation
Weeks 9-10 - 8 hrs
Practical: A complete business automation running live on real triggers, with a monitoring dashboard.
Advanced AI Image & Video Systems
Week 10 - 6 hrs
Practical: An AI Campaign Generator: one product image in, full campaign visuals and a video ad out.
AI for Business: Industry Solutions
Week 11 - 6 hrs
Practical: Audit a real local business and design a complete AI solution proposal.
AI Automation Agency, Freelancing & Career
Weeks 11-12 - 8 hrs
Practical: Produce a complete client proposal and pitch it in a mock client meeting.
The roadmap
| Week | Focus | Main output |
|---|---|---|
| Week 1 | Advanced AI systems + prompt architecture | Structured AI workflow |
| Week 2 | Web foundations + React basics | API-connected app on GitHub |
| Week 3 | Full-stack build: frontend + backend | Working app with database |
| Week 4 | Auth, deployment + AI APIs | Deployed full-stack AI app |
| Week 5 | Function calling + chatbot build | Tool-using AI service |
| Week 6 | Chatbot deployment + RAG basics | Live website chatbot |
| Week 7 | RAG systems + agent architecture | AI Knowledge Assistant |
| Week 8 | AI agents: tools, memory, guardrails | AI Business Assistant |
| Week 9 | Multi-agent orchestration | Content production system |
| Week 10 | Automation + advanced image/video | Live business automation |
| Week 11 | Industry solutions + agency skills | Client proposal |
| Week 12 | Capstone build and presentation | Complete AI business solution |
Industry blueprints
Translate a real business problem into a working AI solution.
| Industry | AI solution blueprint |
|---|---|
| Restaurant / Cafe | Menu content, food imagery, reservation bot, review responder, social automation |
| Real Estate | Property descriptions, listing videos, lead qualification, WhatsApp site-visit assistant |
| Coaching Centre | Admission enquiry bot, doubt-solving assistant, content generation, follow-up automation |
| Jewellery / Retail | AI product photography, catalogue generation, festival campaigns, order assistant |
| Healthcare / Clinic | Appointment assistant, FAQ bot, patient reminders, report summarisation |
| Manufacturing / B2B | Quotation drafting, document search, vendor email automation, RFQ triage |
The capstone
Each student ships one complete, deployed AI business solution. Example - AI Restaurant System:
| Stage | Deliverable |
|---|---|
| Website | AI-built, deployed, mobile-ready business site |
| RAG chatbot | Answers menu, timing, booking and policy questions from real documents |
| Lead capture | Collects enquiries and writes them to a database |
| Content agent | Generates weekly social posts, captions and images |
| Campaign generator | Produces product visuals and a video advertisement |
| Automation | Enquiry to qualification to CRM entry to WhatsApp/email response |
| Dashboard | Shows leads, conversations and content output |
Alternative capstones: AI Real-Estate Assistant, AI Coaching Centre Platform, AI Clinic Front Desk, AI Retail Catalogue Engine, or a student's own product idea approved by the mentor.
Every student takes away
- 1 deployed full-stack AI application
- 1 production chatbot on a live website
- 1 RAG knowledge assistant with citations
- 1 working AI agent with tools and memory
- 1 multi-agent content production system
- 1 live business automation workflow
- 1 AI campaign generation pipeline
- 1 complete client proposal
- 1 capstone AI business solution
- A GitHub profile and public portfolio
- Session recordings, code templates and resource pack
- TBSL Professional Certificate in Generative AI & AI Automation
Career outcomes
- AI Automation Specialist
- AI Application Developer
- Prompt & Context Engineer
- Chatbot / Conversational AI Developer
- AI Solutions Consultant
- AI Freelancer or agency owner
Certification
Professional Certificate in Generative AI & AI Automation - TBSL, with online portfolio link
Ready to start Generative AI Builder?
Message us on WhatsApp to ask about upcoming batches, timings and whether this level is right for you.