Your company’s AI department. Without the hiring.

AI Department sets up private AI that runs on your own hardware, builds it into your daily work, trains your people and keeps it running. One partner, from the first conversation to the hundredth workflow.

Free consultation and proposal Your data never leaves your office Government funding for eligible SMEs
Plug-and-playHardware, software and AI models, set up and tested Private by designRuns inside your network. No outside AI provider sees your files Looked afterWe maintain it, improve it and train your team

Sound familiar?

Everyone is using AI. Nobody is in charge of it.

Most companies we meet have the same three problems. None of them is solved by buying another subscription.

01

Staff paste company files into public chatbots

It saves them time today. It also sends client records, contracts and internal numbers to services you don’t control.

02

The tools keep changing under you

Prices rise, usage limits tighten, and a model that worked last month starts giving different answers. You can’t build a process on that.

03

Know-how walks out the door

When an experienced person leaves, years of judgement go with them, and the next hire starts from zero.

What AI Department offers

A private AI system, and the team to run it.

Two things, designed to work together. You can start with either.

The system

Local AI, ready to plug in

Not just another graphics card in a box. A complete system that runs open AI models on your own premises and does your company’s tasks from day one.

Your applicationsBuilt for your workflows
AI softwareRuns and manages the models
Operating systemSecured and configured
HardwareSized to your workload

Delivered set up and tested. Your staff use it from a browser.

The service

Your outsourced AI department

We take charge of AI for your company, so your managers don’t have to become AI experts.

CustomiseWe design solutions around how your team actually works.
DeployWe install, connect and test everything on site.
MaintainWe monitor, update and fix, and keep improving it.
TrainCustomised AI training, so your staff use it with confidence.

How we work with you

Five steps. The first one is free.

You see a clear proposal before you spend anything, and you decide at every step whether to continue.

  1. 1

    Free consultation

    We listen to your pain points and look at how the work is done today.

    Free
  2. 2

    Free proposal

    A written plan: what to build, what hardware it needs, the cost and the timeline.

    Free
  3. 3

    Funding support

    For Singapore SMEs, we help you apply to the relevant government agencies before work starts.

  4. 4

    Build and train

    We deliver the system, set up your workflows and train your staff on their own work.

  5. 5

    Run and improve

    We look after the system and add the next workflow when you are ready.

You own itHardware, models, applications and data belong to you.
No lock-inIt keeps working even if you stop working with us.
People stay in controlAI drafts and checks. Your staff review and decide.

Benefits of local AI

Local AI sets you free.

You pick the model, you run it, and it stays the same. Your prompts and files never leave your machine. You own your intelligence.

No usage limitsUse it as much as you need. No caps, no throttling.
No price hikesNo per-user or per-request bills that grow every year.
No quiet changesThe model doesn’t get worse overnight. It changes only when you decide.
Fully privateClient and staff data stay on your premises, which makes PDPA far easier.
Works offlineKeeps running during an internet outage, or fully cut off for sensitive work.
Fast on your networkAnswers come from a machine in your office, not a data centre overseas.
YOUR OFFICE NETWORK Your files documents · records Your team browser · email · chat AI Department system open AI models your applications on your hardware Public AI services No data out
An honest note. For a few very demanding tasks, the biggest cloud models are still ahead. We tell you where that matters for your business, and test on your real work before you decide.

Keep your know-how

People move on. Their experience can stay.

Every company has a few people who just know how things are done: which clause to watch, how a client likes their report, what to check twice. With our AI Skill Framework, we sit with them and turn that know-how into written “skills” that the AI follows every time.

When someone retires or moves to a new job, you can wish them well without worrying about what you are losing.

Experience stays in-houseLessons learned over years become part of how the company works, available to every new joiner from day one.
Consistent qualityThe same steps, the same checks, the same standard, whoever is on duty and however busy the week.
Small teams, big outputWith skills doing the routine work, a team of three can run like a team of ten. Even a one-person company becomes possible.

Sample use cases

For industries where data is sensitive, solved by local AI.

These are examples of what we can build. Yours will be shaped around your own workflows.

Law firms

  • Automatic client onboarding
  • Legal document generation
  • Contract review and redlining
  • 24/7 legal customer service on your website
  • AI paralegal for e-Litigation form filling
See law firm use cases →

Education

  • Teaching materials generation
  • Examination seating plans
  • AI interviewer for student project vivas
  • Marking against the rubric
See education use cases →

Compliance change management

  • Scanning for rule and regulation changes
  • Proposed edits to your internal policies, with redlines
  • Coordinating changes across departments
See compliance use cases →

Government funding

Singapore SMEs may not have to pay the full cost.

If you are a Singapore SME, we help you apply for funding from the relevant government agencies. Depending on the scheme, support can cover 50% to 90% of qualifying costs, and some schemes can cover part of the AI hardware.

50–90%of qualifying project costs, for eligible SMEs
Please note. The government agencies decide eligibility and the amount of support. Applications normally have to go in before the project starts, so talk to us early.
  • Project and hardware costsEnterprise Singapore’s EDGE Grant can support up to 50% of qualifying costs for SME AI and digital projects. Some routes can include hardware.
  • Staff trainingSkillsFuture funding for SMEs can cover up to 90% of course fees for eligible courses.
  • We prepare the groundworkWe scope the project and quote each item separately, so every part can be assessed for funding.
  • Right timingWe plan the proposal and the start date around the application, so you don’t lose eligibility.

Free consultation

Tell us what slows your team down. We’ll propose a fix, for free.

Book a free consultation. We discuss your pain points and send you a proposal of what can be done, with no cost and no obligation.

  • Your pain points, in your words
  • What AI can and can’t do for you
  • A written proposal you keep
  • A check on which funding may apply

Book a free consultation

FAQs

Questions we are often asked.

Don’t see yours? Ask us in the free consultation, or email contact@aidepartment.biz.

What exactly do we get?

A complete local AI system: the hardware, the operating system, the software that runs the AI models, and the applications we build for your tasks. It arrives set up and tested. You plug it in, connect it to your network, and your staff use it through a browser or the tools they already have.

Do we need our own IT team?

No. You need one person who knows the work and can make decisions. If you have IT staff, we work with them on the network and user access. If you don’t, we handle it.

Who owns the system?

You do. The hardware, the AI models, the applications we build for you and your data all belong to your company.

What happens if we stop working with you?

Everything keeps running. The system sits in your office and does not depend on us to work. We hand over documentation, and you can take over maintenance yourselves or use another provider.

Is local AI as good as ChatGPT?

For most everyday business work, such as drafting, summarising, checking documents and answering from your own files, today’s open models are very capable. For some very hard tasks the largest cloud models are still ahead. During the free consultation we test on examples of your real work, so you can judge before you buy.

Does keeping data on our own hardware help with PDPA?

It helps a great deal, because your documents and prompts never leave your premises. It does not make you compliant on its own. We set up access controls and logs, and help you write simple rules for how staff use AI.

How much does it cost?

It depends on the size of the hardware and how much custom software you need. After the free consultation we give you a fixed quote with each item listed separately, so you can see what may qualify for government funding.

How long does it take?

A first working system usually takes a few weeks after the scope is agreed. If new hardware has to be ordered, allow extra time for delivery.

What training do you provide?

Hands-on sessions built around your own workflows, for staff and for managers. We also leave short written guides, so new joiners can learn without us.

What if something breaks?

With a maintenance plan, we monitor the system, apply updates, fix problems and keep improving the workflows. Response times are written into the agreement.

Can it work with Microsoft 365 or Google Workspace?

Yes. The system can connect to the tools and file stores you already use, over your own network. We agree with you exactly what it can and cannot access.

Reading list

Worth your time, from people who shaped AI.

A short list of well-known talks and posts that explain where AI is going, and why running it yourself now makes sense. All links open the original source.

Andrej Karpathy · YouTube · 2023

[1hr Talk] Intro to Large Language Models

The clearest one-hour explanation of what these models are, and the idea of the LLM as a new kind of operating system.

Read or watch
Andrej Karpathy · Y Combinator · 2025

Software Is Changing (Again)

Karpathy’s “Software 3.0” talk: why plain-English instructions are becoming a way to program, and why people stay in the loop.

Read or watch
Andrej Karpathy · Medium · 2017

Software 2.0

The essay that first argued neural networks are a new way of writing software. Still the best starting point.

Read or watch
Andrej Karpathy · X · 2025

On “context engineering”

A short post on why good AI results depend on giving the model the right information, not just a clever prompt.

Read or watch
Simon Willison · simonwillison.net · 2024

I can now run a GPT-4 class model on my laptop

A respected engineer on how open models you can run yourself have caught up with the big cloud services.

Read or watch
Anthropic Engineering · 2025

Equipping agents for the real world with Agent Skills

How packaging a team’s know-how as reusable “skills” lets AI do specialised work reliably. The idea behind our AI Skill Framework.

Read or watch

Contact

Start with a conversation. It’s free.

Tell us a little about your company and what takes up your team’s time. We reply within one working day to arrange the consultation.

  • Free consultation and proposal
  • No obligation
  • Funding options checked for you

Prefer email? Write to contact@aidepartment.biz

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