DO SG

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AI that works
for your team

We help companies in Singapore roll out AI the right way - built around your data, your policies, and your people.

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Singapore-based team, Singapore-focused

Public sector & enterprise background

Vendor-neutral across all deployment models

Our approach

Your constraints, not ours

Most agencies arrive with a preferred vendor and a fixed methodology. We start by understanding what your organisation actually needs - and work outwards from there.

Deployment that fits your policies

Whether your data needs to stay on-premise, in a private cloud, or can use a SaaS model - we find the right fit. We work across local, cloud, and fully managed environments.

Data, made AI-ready

We help you gather, clean, and structure your existing data so it works with LLMs - all with strong governance and control over where your data goes.

Interfaces your team will use

From connecting your knowledge base to ChatGPT Enterprise or Claude for Work, to deploying open source chat interfaces locally, to building a custom AI application - end to end.

Built around your people

Technology is only half the problem. We work with your teams to ensure AI tools get adopted - through practical training, change management, and tools that are genuinely intuitive.

How we work

An iterative process

  1. 01

    Understand your constraints

    Confidentiality policies, existing systems, team capabilities, and business goals - we map what's possible before recommending anything.

  2. 02

    Design the right stack

    We propose a deployment model, data pipeline, and interface approach that fits - not one that's convenient for us to sell.

  3. 03

    Build and integrate

    We implement - configuring, connecting, and customising the implementation until it is useful to your team and they have begun adopting it.

  4. 04

    Embed and iterate

    Adoption takes time. We continue to support your team, measuring impact, and keep improving as the needs of your organisation change.

The full spectrum

Tools that fits your needs

Model selection

  • SaaS models (OpenAI, Anthropic etc.)
  • Private cloud deployments
  • Locally hosted LLMs
  • Hybrid approaches

Data & pipelines

  • Enterprise SaaS (such as Databricks)
  • Apache Spark stack
  • Data enrichment & RAG prep
  • Document & knowledge ingestion

Interfaces

  • ChatGPT Enterprise / Claude for Work
  • LibreChat on-prem
  • Custom AI applications
  • Integrations with existing tools
OpenAI
Anthropic
Qwen
Databricks
Apache Spark
LibreChat

Who we are

Practitioners, not consultants

DO SG was founded by a team that have built and shipped AI products in the real world - inside Singapore's public sector, in enterprise and within startups. We know what it takes to take AI from proof-of-concept to something that thousands of people use every day.

That experience shapes how we work. We don't theorise about AI adoption - we've lived it, including the messy reality of getting tools adopted inside large, policy-constrained organisations. We bring that judgment to every engagement.

Adam Dunkley

Founder & CEO

Adam has built and shipped digital products at scale for over 15 years - both inside Singapore's public sector and within enterprise.

AI productPublic sectorEnterpriseSingapore
Singapore skyline

Ready to take the next step?

Tell us where you are and what's holding you back. We'll work with you on what's possible and where to start.

Talk to us