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Bring your business
challenge and team.
Build the LLM application.
Then keep the capability.

Build a production-ready Large Language Model (LLM) application in just one month with the LLM Application Developer Programme (LADP) Enterprise, while equipping your team with the skills and confidence to keep building.

  • Teams of 2–4
  • 1-month, part-time
  • Monthly intakes
  • Expert mentorship
  • AI coding assistants provided
  • Digital certificate
Register your team

Solve a real company use case
and build lasting capability.

LADP Enterprise accelerates the adoption of AI and LLMs across your company. It empowers your team to build production-ready LLM-powered applications that solve real, in-house business challenges.

Build a solution for your business challenge

Your team solves a real company use case by building a production-ready LLM-powered application — under the expert mentorship of AI Engineers from AI Singapore (AISG), with your own data and your own problem.

Build capability that transfers

The skillset stays with your team. After the programme, your team can maintain what they built, extend and improve the solution, and even build new LLM-powered applications in the future.

Built for teams of AI champions.

LADP Enterprise is designed for organisations with:

A real business problem

Bring a real business problem that you would like to solve using LLMs.

Throughout the programme, your team will design and build an LLM application tailored to your organisation’s needs.

A committed team

Assemble a team of 2–4 working professionals from any background.

No coding background is required, and organisations are welcome to send multiple teams, each working on a different business challenge.

Prerequisites

Singapore-registered company or public agency Management sponsorship & IT-team support

Upon registration, AISG works with your team to validate your business challenge, data readiness and technical feasibility so you can start building with confidence.

Your team builds capability that last.

OUTCOME 01

Define a sharp application vision

Including whether GenAI is even the right tool

OUTCOME 02

Assess data readiness

Appropriate, approved, representative and current

OUTCOME 03

Craft an AI-buildable specification

Project requirements specification document

OUTCOME 04

Develop RAG and agentic AI applications

A real, deployed enterprise-grade solution

OUTCOME 05

Direct, review and refine AI-assisted builds

Steer and debug AI coding assistants

OUTCOME 06

Systematically evaluate output

Hallucinations, failure modes, edge cases

OUTCOME 07

Address responsible-AI risks

Prompt injection, data leakage, bias, governance

OUTCOME 08

Hand over an owned application

Containerisation, docs, maintenance plan

Four weeks, part-time.

Commit approximately 10 hours per week over four weeks, or equivalent to five working days in total. LADP Enterprise combines self-paced deep-skilling across five modules with instructor-led workshops and dedicated hands-on build sessions.

8H · DEEP-SKILLING

5 modules completed in Week 1

16H · KNOWLEDGE TRANSFER WORKSHOPS

In-person workshops

5H · INSTRUCTOR-LED CONSULTATIONS

12H · ASYNCHRONOUS BUILD

DEEP-SKILLING — 5 MODULES

NLP, Intro to LLMs & Open-Source Ecosystem
“What is an LLM, really?”
Language fundamentals, how modern LLMs work, and the open-source model landscape.
Tokens, Prompt Engineering & Multimodal LLMs
“How do I talk to an LLM?”
Tokens & context, prompt design, and working across text, image & audio.
Embeddings & RAG from Scratch, RAG with Frameworks
“How do I give it my data?”
Embeddings, vector search, and RAG pipelines built from scratch and with frameworks.
Function Calling, Tool Use & Agents
“How do I make it act?”
Function calling, tool use, and orchestrating multi-step agentic workflows.
Ethics, Security & Responsible AI
“How do I ship it safely?”
Evaluation, security, bias, and deploying AI responsibly.

Knowledge transfer workshops — 6 topics

1
Context Engineering
Structuring prompts, retrieval and memory for reliable, grounded output — including LLMWiki, RAG and OKF.
2
Agentic Framework
Orchestrating tools and agents with a production harness.
3
MCP
Model Context Protocol to connect models to real systems and data.
4
Evaluation
Measuring quality, grounding and regressions across runs.
5
Deployment
Shipping, scaling and monitoring AI systems in production.
6
Workflow Mastery
Future-proof your software development workflow by mastering Spec-Driven Development (SDD) and AI coding assistants to build reliable software from clear specifications.
LADP Programme Schedule image
See the full programme schedule

Pricing

Prices include 9% GST. SkillsFuture is not applicable.

Singapore Citizens

S$4,360

After AISG Subsidy

Singapore PRs

S$8,720

After AISG Subsidy

Others

S$13,080

Full price

Ready to build with LADP Enterprise?

Deliver real business outcomes. Build in-house AI capability.

Register your team

FAQ

All backgrounds are welcome — subject matter experts, software engineers, product leads, analysts and more — with no minimum coding requirement. What matters is domain knowledge, the authority to drive adoption, and a real process you own.

No. LADP Enterprise has taken teams from zero coding background and zero AI knowledge all the way to advanced teams of AI researchers and engineers — our learners are very diverse, and every team gets tailored guidance for a successful project. If a team would like more time to build up the fundamentals first, they’re welcome to take LADP Essentials before Enterprise — optional, never required.

Yes. Each team arrives with a real business use case, and AI Singapore’s AI engineers help scope it for feasibility and check data readiness upon registration.

About 10 hours a week over 4 weeks — ~ 40 hours in total, or about five working days of effort.

LADP Enterprise is tool- and tech-stack agnostic. We provide the AI coding assistants and the LLM API key for use for the duration of the programme, but companies can bring their own preferred ones.

We’re tech-stack agnostic — bring your own cloud or on-premise infrastructure, as long as you have IT-team support.

A production-ready LLM-powered application your team built, understands and owns — plus the skillset to maintain it, improve it and build more, and a digital certificate of completion.

Your company owns the application and its IP.

Singapore Citizens and PRs pay an AISG-subsidised rate; foreigners are welcome too, at the full rate.

Monthly — a new cohort every month. Intake 10 opens mid-July; use Notify me until then and we’ll reach out.

The previous 4-month structure is retired. AI coding assistants have greatly accelerated the speed of development, so LADP Enterprise is now a focused 1-month programme — the format from Intake 10 onwards.