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Wise DataPrivate AI infrastructure · Singapore

Wise Data brings together private compute, secure company knowledge, AI workforces and agent-powered communication — deployed on your infrastructure or in a dedicated private environment.

One connected ecosystem. Four independent layers. Your data, your infrastructure, your control.

Four layersOne or all four
Your site or oursNVIDIA hardware
People sign offAgents propose
Explore the stack Talk to us
TalkWeePeople and agents in one messenger.
WorkWise OfficeAn AI workforce for your departments.
RememberGhostdrive EnterpriseCompany memory, sealed on your devices.
PowerWise Data computeNVIDIA nodes today. Data centres next.

AI can do the work now.
The question is where it runs.

Agents are moving into the software companies run on. The work they touch is contracts, customers and money. Most companies want that inside walls they can point to.

40%

of enterprise apps are expected to include task-specific AI agents by the end of 2026. In 2025 it was under 5%.

Gartner forecast, Aug 2025 ↗
27%

of organisations had banned generative AI tools, at least for a while, over privacy and data security. 63% limit what staff can enter.

Cisco survey of 2,600 professionals, Jan 2024 ↗
Johor

sits at the centre of one of Asia's fastest-growing data centre markets. Power and land decide who can build there.

See the data centre case →

Useful AI, on infrastructure you can point to.
That's the gap Wise Data is built for.

The Wise Stack

One stack.
Four layers.

Each layer is a product you can buy on its own. Together, they give a company private AI from the hardware up.

Work
Wise Office

An AI workforce for your departments.

Call your Wise CEO and say the task. Department agents do the work, use your tools and report back.

STORAGE & SEARCH LIVEAGENTS LIVE
Wise Office
Talk
Wee

The agentic messenger.

Chat, voice and video with people, and with their AI offices. Your office settles the details with theirs.

LIVE
Wee
Remember
Ghostdrive Enterprise

Company memory, sealed.

Files are encrypted on your devices before they go anywhere. Your AI reads them on your own machines.

LIVE ON GHOSTDRIVEENTERPRISE PILOTS
Ghostdrive Enterprise
Power
Wise Data compute

The machines underneath.

NVIDIA nodes at your office or on our dedicated machines. Modular AI data centres in Johor, Malaysia and Indonesia, built with investors.

NODES LIVEDATA CENTRES IN DEVELOPMENT
Wise Data Centre

One request.
Four layers.

Here is what happens when a CEO asks for a board pack. Each layer does one job, and hands off to the next.

WeeTalk
▶0:09

“Prepare the board pack for Thursday.”

Wise OfficeWork
CEO agent · planFinance · Q3 numbersLegal · contract status
GhostdriveRemember
  • Q3_report.pdfsealed
  • Board_minutes_Sep.docxsealed
  • Contracts / 202614 files
ComputePower
NVIDIA node · At your officeWorking
✓Board pack ready. Waiting for your approval in Wee.

For teams that can't
take chances with data.

The sectors we're building for first, and the work we see agents taking on.

Financial services

Reconcile, report and answer auditors without sending ledgers to a public cloud.

Legal and professional services

Draft, review and file from your own document archive.

Healthcare operators

Agents handle scheduling, billing and supplier admin. Records stay on your machines.

Real estate and construction

Tenders, contracts and site reports, sorted and followed up.

Public sector

AI hosted in the region, on infrastructure you can visit.

Holdings and family offices

One office of agents across several companies, with one view for the principal.

Target sectors and example use cases. Scope is agreed per deployment.

Two ways in.

For companies Deploy private AI.

Wise Office, Ghostdrive Enterprise and Wee. We start small, on our machines or yours.

Book a consultation
For investors Build the capacity behind it.

Modular AI data centres in Johor, Malaysia and Indonesia. Briefings for institutional and accredited investors, under NDA.

Request an investor briefing

Let's find your first layer.

Tell us what you want AI to take off your plate. We'll suggest where to start, and what it would run on.

STEP 1
A 30-minute call.Your team, your tools, the work that piles up.
STEP 2
A proposal.Which layer first, where it runs, what it costs.
STEP 3
A pilot.Small, measurable, on our machines or yours.

Talk to Wise Data

Please do not submit confidential, sensitive or commercially restricted information through this form. We will arrange a secure channel where required.

Or write to be@wisedata.sg

By submitting this form, you agree to our Privacy Policy.

Wise Data CentreAI Data Centres by Wise Data

Building the infrastructure
behind private AI.

Modular AI data centre projects in Johor (Malaysia) and Indonesia.

Our projects are in development. The concept is defined, a site has been identified and negotiations are under way. Investors can take part in funding the modules.

In developmentConcept · site · negotiations
Modular buildTimeline set per project
Singapore-basedWise Data Pte. Ltd.
Request an investor briefing See the model

Demand is here.
Power is the bottleneck.

AI racks draw several times the power of traditional servers. New capacity in Singapore is being allocated selectively. Demand is moving to neighbouring markets, and it needs power, land and capital.

CapitalUS$11.5B

Equity raised by Southeast Asian data centre companies since 2020. Most of it since 2024.

Tracxn, Aug 2026
Singapore200 MW

New capacity allocated in 2026, split across four operators. Green power and liquid cooling required.

EDB and IMDA, Aug 2026
Johor4.2 GW

Live, under construction and planned. The largest data centre pipeline in Asia Pacific.

Cushman & Wakefield, H1 2026
Batam~22%

Yearly growth of Batam's data centre sector, ahead of Indonesia's 19%. A new subsea cable to Singapore opened in July 2026.

Antara, Jul 2026

One region. Three markets.
One hub in Singapore.

Singapore brings capital, contracts and connectivity. Johor and Indonesia bring the land and power to build at scale.

Schematic. Not to scale.
Wider Malaysia and Indonesia: further sites through our partners.

Target markets, not existing facilities. Site details are shared under NDA.

Built in modules.
Funded in steps.

A traditional data centre takes two to three years before the first rack goes live. We use factory-built modules: power, cooling and racks in a steel enclosure, placed on a prepared site. Capacity grows one module at a time, as customers sign.

Concept visual
01
CoolingLiquid cooling for dense AI racks, mounted on the module.
02
Compute racksHigh-density racks for GPU servers, leased to compute customers.
03
PowerSwitchgear, UPS and distribution, built and tested in the factory.
~US$1.5MIndicative infrastructure cost of one module, before compute hardware.
~12 monthsTypical time to go live for a modular build, against 24 to 36 months for a traditional one.
Step by stepAdd modules as demand is signed. Less capital sits idle.

Build a campus.

Drag to add modules. See the capacity and the capital it takes.

IT capacity3.0 MW
AI racks60
Module infrastructureUS$9M

Illustrative only. Assumes 0.5 MW of IT load, 10 racks and about US$1.5M of infrastructure per module. Excludes land, site works, grid connection and compute hardware.

Power. Land. Partners. Demand.

Institutional investors look for these four before they commit. This is where each stands today.

Power

Power supply for the site is under negotiation with utility and energy partners in our target markets.

Land and permits

A site has been identified. Zoning and approvals are the next step.

Partners

Discussions are under way with government and industry partners in Singapore, Malaysia and Indonesia.

Names and terms under NDA
Demand

Target compute buyers across the region: AI companies, cloud platforms and enterprises. Wise Office, which runs private AI for companies, is a potential source of demand.

Execution. We plan to bring in specialist partners to manufacture, build and operate the modules, managed to one plan and one budget.

Ways to invest with us.

Each project is structured on its own. These are the forms we discuss with investors.

From ~US$1.5MModule co-investment

Fund one or more modules. Take part in the revenue of the capacity you fund, on terms set per deal.

Family offices, private investors
EquityProject equity

Take a stake in the project company that owns a campus.

Infrastructure and real estate funds
PartnershipJoint venture

Bring land, power or capital, and develop a site with us.

Landowners, utilities, strategic partners
DebtProject debt

Finance construction against a defined project and its contracts.

Banks and private credit

From site to live compute.

  1. 01Site and power

    Site identified. Power pathway under negotiation.

  2. 02Approvals

    Zoning, environment and building permits.

  3. 03Design

    Module spec, cooling and grid connection.

  4. 04Capital

    Equity, debt and partners in place.

  5. 05Build

    Site works and module production run in parallel.

  6. 06Operate

    Capacity leased, monitored and reported to investors.

Under NDA, you see the documents available at each stage.
  • Site and land documents
  • Power and grid letters
  • Permits and approvals
  • Engineering design
  • Financial model: base, downside, upside
  • Customer letters and contracts

Let's talk about the next site.

We share project details with qualified investors under NDA. Tell us who you are and what you're looking for.

STEP 1
Intro call.Your mandate, ticket size and markets.
STEP 2
NDA and briefing.Sites, power status and the project pipeline.
STEP 3
Data room.Documents, model and deal terms for your review.

Request an investor briefing

Please do not submit confidential, sensitive or commercially restricted information through this form. We will arrange a secure channel where required.

Or write to be@wisedata.sg

By submitting this form, you agree to our Privacy Policy.

Ghostdrive EnterpriseDeployed by Wise Data

Your company's knowledge.
Encrypted and under your control.

Ghostdrive Enterprise gives organisations a private, encrypted knowledge layer for files, business documents and AI-assisted workflows — deployed on company-controlled infrastructure.

Client-side encryption
Controlled access
Private AI integration
Book an enterprise pilot See how it works

AI needs your knowledge.
Your knowledge needs a lock.

The more your AI can read, the more useful it is. That is also the risk. Most companies end up choosing between useful AI and private data.

Cloud AI reads what you send.

Files pasted into public AI tools leave your control, and often your country.

Knowledge is scattered.

Contracts in email, numbers in spreadsheets, decisions in chats. AI can't use what it can't find.

Data has to stay in-country.

Regulators and clients ask more and more where data sits and who can read it.

Sealed before it leaves.
Kept on your nodes.

How Ghostdrive protects a file, step by step.

  1. 01LIVE
    Sealed on the device

    Files are encrypted on the laptop or phone before they move. Keys come from a passkey or 24 recovery words and stay with you.

    AES-256-GCM · HKDF-SHA256
  2. 02LIVE
    Split into blocks

    Each file becomes small blocks, each checked against its fingerprint on read. Edit a page, and only the changed blocks sync.

    Blocks ≤256 KiB · SHA2-256
  3. 03LIVE
    Kept by your nodes

    Blocks live on your devices and on company nodes in your office or data centre. File content is stored on your devices and company nodes, not in a vendor-run cloud.

    Company node · backup node
  4. 04LIVE
    Read by your AI

    The model runs on the device or on your node. Wise Office works from your Data Room, and asks before it spends, signs or sends.

    On-device model · your node
LIVEVault, passkeys and recovery words, notes, memory search, Wise Office, device sync, messages, company node
LIVEDesktop app for macOS
ROADMAPMCP memory server for agents, public relay, open storage network

Feature status and technical details as published by Ghostdrive, October 2026.

Ghostdrive is the engine.
Wise Data makes it enterprise.

Ghostdrive is built for privacy. Companies also need hardware, setup, agents and a team to call. That is the layer we add.

DeploymentWe install nodes and hardware, connect your devices and set up the Data Room.
OnboardingWe move files from shared drives, set approval rules and train your teams.
Compliance mappingWe help map your setup to PDPA in Singapore and Malaysia, and Indonesia's PDP Law.
Local supportA team in Singapore and one point of contact.

For teams that can't afford a leak.

Company brainPolicies, contracts and decisions your AI can search. It stays inside the company.
GovernmentSovereign storage and AI inside national borders, served from your own domain.
HealthcarePatient records that stay on the premises.
IndustryPlant knowledge usable by AI, and owned by the plant.
Legal and securityCase files with a cryptographic chain of custody.
Distributed teamsWorks offline. Syncs between your own devices when you reconnect.

Start with one team.

One team, one Data Room, one node. Running on your machines in weeks.

WEEK 1
We pick the use case.One team, one body of knowledge, one result to measure.
WEEKS 2–4
We install it.Node and NVIDIA hardware at your office, or a dedicated environment under NDA.
THEN
You decide.Measure the pilot, then roll out to the next team.

Typical plan. Your timeline is confirmed in the proposal.

Book an enterprise pilot

Please do not submit confidential, sensitive or commercially restricted information through this form. We will arrange a secure channel where required.

Or write to be@wisedata.sg

By submitting this form, you agree to our Privacy Policy.

WeeAgentic Messenger by Wise Data

Wee connects people, teams and AI workforces through chat, voice and video — turning conversations into coordinated work.

One conversation. People, AI agents, tasks and shared context.

Chat, voice, videoOne app, one thread
Agents on the lineThey talk, note, act
On GhostdriveEncrypted memory
Get Wee See it in action
9:41
weePrivate
ChatVoiceVideoAgents
#
Deal room3 people · 2 offices
Your office00:00
You

 

Partner call12:04
Partner
You
Your officeNotes
Partner office
Partner  
Your office
Partner office
P
PartnerPartner company
Your officeYour Wise Office
Partner officeTheir Wise Office
Your agentsSpecialist team

People aren't the only ones in the chat anymore.

Wee connects people, their AI offices and other companies. Text, voice or video. Five kinds of conversation, one app.

Your company
Y
YouPerson
Your officeWise Office
Agent 1
Agent 2
Agent 3
Partner company
P
PartnerPerson
Partner officeTheir Wise Office
Agent 1
Agent 2
Agent 3
You · PartnerVideo call

Other apps add AI to the chat.
Wee puts the agents in the conversation.

Calls, with your agents
on the line.

Voice and video calls, one to one or in a group. Bring your office into the call. It listens, answers questions, takes notes and turns decisions into tasks before you hang up.

Deal room · WeeklyLive · 18:22
Partner
You
Partner 2
Your office · AI
Partner 
Voice and videoOne to one or in a group.
Call your officeSay the task. It gets to work.
Agents join callsAsk a question mid-call. Get an answer.
Notes become tasksDecisions land in the room, with owners.

Delegate it.
Then move on.

Write what you want done. Your office works out the plan, picks the specialists and shows you the steps. Work starts only after you approve.

You wrote

“Let's send the partner the final proposal and set up a call.”

Your office understood
Goal
Send proposal, book a call
People
Anna, Daniel at the partner
Team
Finance, Legal, Calendar
Rules
Within your approval limits
Deal room · PlanREADY
  1. 1Check proposal and pricingMargin holds at 31%@finance
  2. 2Review legal termsOne clause flagged, redline added@legal
  3. 3Prepare the final versionProposal v4 ready@office
  4. 4Agree a time with the partnerSettled with their office@calendar
  5. 5Send and book the callSent. Call on Tuesday, 15:00@office
About 20–30 min of agent work
You delegateTask, context, limits
They planSteps and specialists
They workIn parallel, with status
You approveDecisions stay yours

Illustrative example. Company names are fictional.

LIVE

Companies can talk to companies.

Your office and theirs settle the details: times, documents, next steps. Each side shares only what it allows. People get the result, and the decisions.

YouYour officePartner officePartner
Your office ↔ Partner officeAgents talking
What the partner office lets yours do
  • See Daniel's free / busy times
  • Upload to the shared deal folder
  • Read Daniel's inbox
  • Agree terms needs Daniel
What people get

Waiting for the offices…

A conversation becomes a workspace.

A Wee room holds people, agents, files, decisions and tasks together. Anyone who joins sees how you got here. Bring in a specialist with one line. It already knows the room.

3People
4Agents
12Files
4Decisions
7Tasks
Try it: ask a specialist
#
Deal roomRoom memory
People
Anna, Daniel, Maya · Partner office
Decided
Discount capped at 4% · Anna, 12 Oct
Files
Proposal v4 · Signed NDA · Pricing model
Open
Procurement review at the partner
Next
Call on Tuesday, 15:00

Conversation, project and memory in one place. The next request starts a step ahead.

It remembers.
Privately.

Wee runs on Ghostdrive. Files and room memory are encrypted on your devices and kept on your own nodes. Your agents get context. Outsiders get sealed data.

You choose what it remembersMemory follows your rules, room by room.
Encrypted on your devicesGhostdrive seals files before they move. LIVE ON GHOSTDRIVE
Kept on your nodesIn your office or on a dedicated Wise Data node.
Review or deleteSee what a room remembers. Change it when you like.

Each agent has a badge.
And a limit.

You can see who acts, for whom, with what access, and where a person has to say yes.

01 · IdentifiedA clear identityEach agent shows its owner and its role.
02 · PermissionedDefined authorityWhat it may read and do is set, not guessed.
03 · GatedYou approve what mattersMoney, contracts and anything irreversible wait for a person.
04 · LoggedA trail you can readEach action is tied to an identity and an owner.
AG
Your agentYour office · verified
Can
  • Model pricing and margin
  • Share approved documents
  • Talk to partner offices
Cannot
  • Commit funds
  • Sign contracts
  • Change its own rules
$0Spend limit
$0Contract limit
OnAction log

Bring your team.
Bring your agents.

Wee comes with Wise Office at no separate cost. Tell us about your team and we'll set it up.

At your officeOn your own premises

Wee, Ghostdrive and your agents run on NVIDIA hardware in your office. Wise Data installs and supports it.

Dedicated cloudA private node, run by us

Your own isolated node in a Wise Data facility. No hardware to buy. Details under NDA.

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Wise OfficeEnterprise AI Workforce by Wise Data

Your entire AI organisation.
Working as one.

An intelligent workforce of specialised AI executives, organised across your company’s departments and designed to work together.

Give a task to Wise CEO or speak directly to a department agent. Wise Office connects the right expertise, coordinates execution and turns your instructions into completed work.

Designed for founders and enterprise leadership.

Private AIYour data stays yours
Locally deployedOn NVIDIA hardware
24/7 availability365 days a year
See how it works
9:41
Wise CEO Calling…
You

 

Talk to one agent.
A whole office gets to work.

Tell Wise CEO what you need. It hands the work to your C-level agents, who split it across department agents. They work in your tools, on your own data, and report back.

Wise CEOin Wee
Message Wise CEO
Ghostdrive storageYour files, mail and chats
Local AI modelPrivate, on NVIDIA hardware
WeeMessages and calls

Swipe to see the whole office →

Request

Go or no-go on opening in a new market next year.

Agents

Wise CEO, CMO, CFO and COO, with Marketing, Sales, Finance, Legal, Operations and HR agents

Tools

Web research, CRM, accounting, filings, task tools

Result

Market entry memo: three scenarios, a recommendation and the open risks

Human approval

You make the go or no-go call. Nothing is sent or signed without your OK.

1Talk to Wise CEO.Message or call it in Wee. Or go straight to a department.
2The office splits the work.C-level agents hand tasks to department agents, who work in your tools and on your data.
3Approve what matters.Payments, signatures and outgoing messages wait for your OK.

Private by design. In the fully private setup, the AI model runs on NVIDIA hardware at your office. Your files, chats and requests stay inside your walls.

Works with the tools you already use.

Agents work inside your existing systems, with the access you give them and nothing more.

Google Workspace and Microsoft 365Documents, spreadsheets, drive and shared files.
CRMContacts, deals and pipeline.
ERP and accounting systemsLedgers, invoices, payments and reports.
Company databasesThe data your teams already keep, read with the permissions you set.
Email and calendarDraft, schedule and follow up. Outgoing messages wait for your OK.
Internal APIs and company softwareConnected to the systems your business runs on. Scope is confirmed in your proposal.

Build your Wise Office.
See what you save.

Tell us which departments you want to run on AI, how many people work there and what you pay them. We show your bill, and what you save.

Build your setup

1. Where will it run?

Pick the hardware your AI agents work on.

2. Tell us about your team

Choose the departments you want to hand to AI agents. Then enter what they cost you today: how many people, and what you pay each one.

DepartmentPeople in the team todayYou pay each

3. How much of their work goes to AI?

Your people keep the rest, and direct the agents.

What is a credit?

1 credit = US$0.01. Prepaid in packs. Unused credits carry over for 3 months.

Quick task20 creditsUS$0.20Log a call, score a lead, answer a policy question.
Standard task100 creditsUS$1Draft a follow-up, check an invoice, summarise a case.
Big task800 creditsUS$8Review a contract, build a proposal, reconcile a month of bank lines.
Voice minute60 creditsUS$0.60A call, in either direction.

Your bill

Your savings

You save, each month
–

You spend today–
With Wise Data–
Setup pays back in –

Estimate, not a quote. "Today" is salary plus 20% employer costs for the work you move. Review time is not counted. Payback counts from go-live. US$1 = S$1.35.

Get my offer
Your monthly workload

This is the work you hand over.

Average per month, in credits. A quieter month costs less.

0
tasks done
0
credits used
0
average credit bill, per month

Typical volumes. We replace them with your real numbers when we map the work.

Most companies are likely to make this move. The question is when.

9 in 10organisations report regular use of AI in at least one business function.McKinsey, State of AI 2026
40%of companies with US$1B or more in revenue are scaling AI agents in at least one function, up from 27%. Smaller firms: 22%.McKinsey, State of AI 2026
3.8%of Singapore firms use AI in core processes. 28.5% have adopted it in some form. Early movers set the pace.Ministry of Manpower, April 2026
Indicative monthly saving–See where AI can reduce operating costs and free up your team's capacity.
Change the numbers

Using AI is common. Making it pay is harder: 37% of organisations report a positive effect on profit so far. The gap is often in the setup: the data, the process, the people. That is the work we do first. Source

Live in 2 to 4 weeks.

From signed contract and payment to your first departments working: about two weeks for one department, up to four for several. We do the setup.

WEEK 1

We map the work.

Tasks, files and systems, with the people who do them today.

WEEK 2

We install the machine.

The NVIDIA hardware goes into your office, with encrypted storage and a private network.

WEEK 3

We build your agents.

Built around your files and rules, connected to your systems. Wee goes onto your team's phones.

WEEK 4

You go live.

You message, the agents work. We tune them as the results come in.

Typical plan. Timing depends on the number of departments and the data. Confirmed in your proposal.

Tell us the department. We'll show you its Wise version.

If your team does it on a computer today, there's a good chance an agent can do it. Tell us the use case and we'll scope it.

WEEK 1
We map the work.One department, one task, a number to beat.
WEEKS 2–3
We install and build.NVIDIA hardware at your office, agents built around your files, Wee on your team's phones and laptops.
WEEK 4+
You go live.You call it, it delivers. We measure the pilot, then you decide on the next department.

Typical plan. Your timeline is confirmed in the proposal.

Book a demo

Please do not submit confidential, sensitive or commercially restricted information through this form. We will arrange a secure channel where required.

Or write to be@wisedata.sg

By submitting this form, you agree to our Privacy Policy.