2 Day AI Implementation Workshop

Blueprints for Enterprise AI

Limited Seats Available

18th and 19th February, 2026

Blueprints for Enterprise AI

A case-study driven workshop on building robust, enterprise-grade AI applications that are compliant, fact-based, and coupled with Agentic capabilities.

Over the course of two days, you will be guided through a series of case studies and implementation models that fully illustrate the key concepts of building Enterprise-level AI systems.

When combined with the Supertype-authored Agentic Patterns, you achieve a harmonious, end-to-end workflow for Agentic AI implementation that we refer to as blueprints. My goal with this workshop is to help you get hands-on with constructing these blueprints, so that you, too, can confidently build out enterprise-grade AI applications for your organization.

Early Bird Freebie

Register early to receive a copy of the 60-page e-book on Agentic Patterns, revised and updated for Q1 2026.
This e-book is a great companion to the workshop, and provides great reference materials to the Agentic Patterns section of the workshop.

These building blocks are modular and reusable, allowing developers to create complex systems by combining them in different ways. This modularity enables rapid development and deployment of agentic AI systems, as developers can easily assemble pre-built components to meet specific requirements.

Excerpt from Agentic Patterns, Supertype Publication

Established paradigms of Agentic AI engineering.

Building Blocks of Agentic AI Systems
6 Agentic AI Patterns expanded from Supertype's publication (updated for 2026)
Practical examples and case studies

Workshop Details

Date18th and 19th February, 2026
Time1800 to 2100 (GMT+7) on both days
MediumZoom Conferencing (Online)
LanguageEnglish (by Samuel Chan)
Intended AudienceBusiness leaders, product managers, and enterprise decision-makers

Learning Objectives

1
Established patterns for Enterprise AI
Learn established patterns and paradigms for building robust, compliant, and fact-based AI applications suitable for enterprise environments.
2
Hands-on Implementation Experience
Gain first-hand experience in building a RAG application with Agentic capabilities through practical, case-study driven exercises.
3
An Inside-Out Approach to AI Architecture
The ingestion, retrieval, and knowledge management components are the gut of any enterprise AI system. Learn how Supertype's AI experts layer these components as they work their way out to user-facing AI features.

A blueprint for enterprise-ready Agentic AI

Your Instructor

Samuel Chan

I am a 3-time software entrepreneur (currently Sectors, Algoritma and Supertype, with 1 successful exit). Between 2013 and 2017, I have built and sold a company that operates in the space of chatbots, natural language AI and marketing automation whilst living between Beijing, Tokyo and my home town Singapore.

I am also a prolific contributor on GitHub, with many open source tools, libraries, and open courses on Large Language Model and Computer Vision.

Prolific software entrepreneur (Audience Kit, HyperGrowth, Growth Bot, Sectors Financial Data Suite) over 2 decades while living and working in Singapore, Beijing, Tokyo and Jakarta.
First in Southeast Asia to receive certification in Microsoft Data Science professional program (2014) and certification in MongoDB (2014). Also recipient of Graph Analytics for Big Data from UC San Diego, Machine Learning by Stanford (2016). First recipient in Asia for RStudio's certification program.
Accredited instructor (NTUC Singapore, IBF Singapore) and guest lecturer in various institutions including University of Indonesia, Institute of Technology Bandung, Ngee Ann Polytechnic and Singapore Institute of Technology
In-house consultant to SEGA-backed goGame, publisher of Disney Crossy Road, Big Hero 6, Adaro (IDX: ADRO) group of companies and ex-employment at DNP Group (TYO:7912), Gumi (TYO:3903), DianDian FunPlus (600634.SH), year-long consulting at Beijing, Tokyo between 2011 and 2016.
Contributor to various publications including the Logistics Institute by NUS (National University of Singapore)

Veteran AI Educator

Taught AI Development to over 15,000 students since 2020 and an active contributor to LLM tooling and open source work.

> 270,000

YouTube Views on LLM Generative AI Series (youtube.com/samuelchan)

890 Stars

on LLM education series: GitHub (@onlyphantom/llm-python)

40+

Open source scripts and LLM tooling resources on GitHub (@onlyphantom)

> 2.2 million

People reached on my StackOverflow (@onlyphantom) account

116 Badges

Recognized contributor on AI topics, Python and R on StackOverflow

18+ Years

Of software engineering, enterprise analytics & AI engineering experience

Kevin Sanjoto, CEO-Founder of Pegipegi and 3 AI startups
“
I took your AI Search Engine course a while ago and really enjoyed it.
The course was incredibly insightful and full of practical knowledge for engineering AI products in the real world. I also love the way you teach, very engaging, structured, and intentional.

Kevin reached out to us after the workshop, and we hit it off right away. We're thrilled that Kev is now a trusted advisor at Supertype.
Kevin is one of 1,311 students across
865 participants from Indonesia have attended our workshops.

Saya merasa senang karena memperoleh ilmu baru, khususnya terkait data analytics.
Overall, kelasnya menarik dan sangat interaktif. Panitia yang terlibat juga aktif dan solutif. Terima kasih Supertype atas kesempatannya 🥳🙌

Yogha Hari Purnomo

Financial Analytics in Google Sheets, Looker BI, and Microsoft Excel

I am still getting used to using chatgpt, but yesterday's course was fantastic. I used to think financial services were just statistics, but it turns out they can be used as storytelling with the help of LLM. I appreciate the exceptional training and the time you invested.

Sabrina Nurindra Putri

Generative AI for Finance and Investing

💡 This workshop truly opened up a new perspective on how AI can elevate search to the next level! 🚀 Thanks to Mr. Samuel Chan, Supertype for such an insightful session!

Noer Barrihadianto

Building Search Engines in the era of AI

Apologies for reaching out this late in the evening, but I was really engrossed in the workshop session earlier. Great job on the presentation 👋! I gained a lot of valuable insights, both technical (like using LangChain) and non-technical (such as stock market insights). Thank youfor the informative session. Can't wait for future sessions 👋

Andi Alifsyah Dyasham

Generative AI for Finance and Investing

Book Your Spot

Description

Building robust, enterprise-grade AI applications that are compliant, fact-based, and coupled with Agentic capabilities

Event Details

Date: February 18 - February 19, 2026
Time: 18:00 - 21:00 (GMT+07)
Instructor: Samuel Chan

Ticket Prices

Day-1 Only$27 · IDR 490,000

Full Workshop$34 · IDR 590,000

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We built an AI-powered Search Engine

Sectors AI Search, Indonesia's financial search engine

We've built a search engine that indexes the entire IDX (Indonesian Stock Exchange) and provides real-time, accurate search results for all public companies in Indonesia with first-class support for natural language queries, keyword search and Agentic AI.
The search engine is powered by the latest in generative AI and Retrieval Augmented Generation (RAG) models.

Taught by Industry Experts

Companies are racing against time to build better information-retrieval systems that can help them make mission-critical decisions faster and more accurately. Being the technology partner for some of the largest institutions in the region, Supertype is at the forefront of these developments and is excited to be organizing a live, in-person online workshop on AI engineering.

Last Updated on February 2026

Tired of outdated tutorials in the fast-moving landscape of AI? Us, too. This workshop is constantly updated in an ongoing Github Repository by the course author, and uses the latest version of all libraries (crucially LangChain and LangGraph). It teaches you all the skills required to build intelligent conversational AI Agents, using the same toolkit that we deploy for our clients at Supertype.

Next Steps

1. Purchase a ticket for the workshop

After you have purchased a ticket for the workshop, you will receive an automated email with a link to details on joining the workshop.

2. Add the dates to your Calendar

We automatically send you a reminder close to the event day itself, but we also recommend adding the event to your calendar.

3. Prepare for the workshop

Sign up for a Sectors account and drop a 👋 Hi at our Discord channel so we have a way to reach you and provide support and mentorship to our Full Workshop members. We will also credit your Sectors account with the 3,000 API credits so you can start building your Agentic AI systems post-workshop (Full Workshop members only).

2 Day AI Implementation Workshop

Blueprints for Enterprise AI