AI agent development company in Singapore
Agentic AI for Singapore businesses: custom agents connected to your tools, kept under human control, with the PDPA planned in.
- Custom quote after a brief
- No sales pitch
Company-wide:★★★★★ 4.9+ on Clutch·250+ brands·10 offices
UnFoldMart is an AI agent development company with an office at 8 Kaki Bukit Road 2, Ruby, #02-08, Singapore 417841. We build custom AI agents, knowledge assistants and multi-step workflows for Singapore companies, with the PDPA and the Model AI Governance Framework in mind, with human approval, logging and testing built in; agents can run in your own cloud account. Meetings are by video, in English. Pricing is a custom quote after a short brief and a free 30-minute call.
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Key facts
| Service | Custom AI agents: task agents, knowledge assistants, integrations (CRM, helpdesk, databases, APIs, MCP), multi-step workflows, testing and monitoring |
|---|---|
| Company | UnFoldMart |
| Office | 8 Kaki Bukit Road 2, Ruby, #02-08, Singapore 417841 |
| Meetings | By video (in-person meetings only at our Frankfurt and Zürich offices) |
| Languages | First call in English; project calls by video in English |
| Time zone | Singapore Time (SGT, UTC+8); projects are led from our international offices |
| Control | Human approval before actions, every step logged, test sets from your own cases; agents can run in your own cloud account |
| Typical timeline | Use-case and data review 1–2 weeks · prototype 2–4 weeks · pilot 3–6 weeks · production rollout 2–6 weeks (ranges, not guarantees) |
| Pricing | Custom quote after a short brief: prototype, fixed-scope pilot or ongoing agent team. Model and hosting costs are billed by your providers. No price list. |
| Booking | Free 30-minute video call ↗ |
| Company-wide | 10 offices in 10 markets · 250+ brands · 500+ projects · 4.9+ on Clutch · 8 working languages |
AI agents for Singapore businesses
Singapore is a regional business hub for Southeast Asia, with strong finance, trade, logistics and technology sectors and an active public programme for trustworthy AI. Agents built here often serve several countries and languages at once.
Singapore at a glance
- IndustriesFinance, fintech, logistics, trade, e-commerce, health
- Data lawPersonal Data Protection Act 2012 (PDPA)
- AI rulesNo general AI law; PDPA and the Model AI Governance Framework
- LanguageEnglish
- Time zoneSGT (UTC+8) all year
Finance and fintech
Agents that prepare checks and reports for a person to approve, fully logged.
Logistics and trade
Agents that read trade documents, update systems and flag exceptions.
Regional offices
Knowledge assistants and back-office workflows for teams across several markets.
What our Singapore AI developers build
AI agent development and AI automation that work inside the tools your team already uses.
Task agents
Triage, reports, leads, documents.
Knowledge assistants
Answers from your documents, source shown.
Integrations
CRM, helpdesk, databases, APIs, MCP.
Multi-step workflows
Plan, hand off, pause for approval.
Testing
Test sets from your real cases.
Guardrails and monitoring
Permission limits, checks, alerts.
Automation, chatbot or AI agent?
Not every task needs an agent. Use-case discovery shows where an agent helps, and where simpler automation wins.
| Rule-based automation | AI agent | Chatbot | |
|---|---|---|---|
| What it does | Runs fixed steps you define | Plans steps and uses your tools to finish a task | Answers questions in a chat |
| Messy input (emails, documents) | No: needs structured data | Yes | Partly: answers, doesn't act |
| Takes actions | Yes, exactly as scripted | Yes, within the permissions you set, after approval | Usually not |
| Best for | Stable, repetitive rules | Multi-step work across tools | FAQs and simple support |
How an agent earns trust
Each step unlocks only when the one before has proved itself.
Read-only
Looks, changes nothing.
Shows its evidence
Data and sources behind every suggestion.
A person approves
Nothing happens without a yes.
Automatic, if approved
Only for actions you list.
Everything logged
Suggestions, approvals, actions.
Agents we can build
AI automation for everyday work. Illustrative, not client work.
Support triage
Sort, tag and draft replies.
Lead qualification
Score and route new leads.
Document processing
Read forms, fill fields.
Report preparation
Weekly numbers, summarised.
Knowledge assistant
Answers, source linked.
Back-office workflows
Multi-step, with approval gates.
- Your cloud account
- Your regions
- Your access rules
- Your logs
How we work
Start small, prove it on your own examples, then scale.
- 1ReviewUse cases and data
- 2PrototypeTested on your examples
- 3PilotYour team approves
- 4RolloutStaged, in your setup
Timeline
| Phase | Typical duration | You get |
|---|---|---|
| Use-case and data review | 1 to 2 weeks | Ranked use cases; data and access checked |
| Prototype | 2 to 4 weeks | Working prototype, tested on your examples |
| Pilot | 3 to 6 weeks | Pilot with your team; every action approved |
| Production rollout | 2 to 6 weeks | Staged rollout in your setup, monitoring on |
| Ongoing | Ongoing, as agreed | Reviews, test runs, new tasks |
Typical ranges in weeks, not a guarantee.
How to choose an AI agent development company in Singapore
Six checks before you sign, whoever you hire.
Proof on your own examples
Ask for a prototype tested on your real cases before you commit to a pilot.
UnFoldMart: A prototype tested on your real examples first.
Human approval and logging
Who approves which actions, and is every suggestion, approval and action logged?
UnFoldMart: Read-only first, approval before actions, everything logged.
Testing before and after launch
How the agent is tested, and how prompt or model changes are checked before release.
UnFoldMart: Test sets from your own cases; changes pass release checks.
Data and hosting
Where the agent, its logs and your data run, and whether providers may train on your data.
UnFoldMart: Agents can run in your own cloud account.
Running costs
How model and hosting costs are estimated, limited and tracked.
UnFoldMart: A cost estimate during the prototype; usage limits per agent.
Ownership and handover
Who owns the code, prompts and tests, and how a handover works.
UnFoldMart: Code, prompts, tests and docs are yours.
Off-the-shelf AI tool, custom agent or in-house team?
| Custom agent (with us) | Off-the-shelf AI tool | In-house team | |
|---|---|---|---|
| Fit to your process | Built around your tools and rules | You adapt to how the tool works | Built around your process |
| Start | After scope and quote | Quick to try | After hiring |
| Data and hosting | Can run in your own cloud account | On the vendor's platform | Your choice |
| Approval and logging | Built to your rules | As far as the tool allows | What your team builds |
| Cost model | Project quote or monthly team, plus model and hosting costs | Per-seat or usage subscription | Salaries, hiring and tools |
| Best for | Multi-step work across your systems | Common tasks in standard tools | AI as a long-term core capability |
What affects the cost
No price list. Your quote depends on these factors.
- TasksHow many, how complex.
- SystemsTools and data to connect.
- DataDocuments and access.
- Risk levelApprovals and checks.
- HostingYour cloud or managed.
- Markets and languagesEach extra market or language needs its own test cases.
Ways to work with us
Prototype first
Prove it on real examples.
Fixed-scope pilot
Scope and price in writing.
Ongoing agent team
New tasks, monthly.
Model and hosting costs are billed by your providers; we estimate them early.
How quoting works
- Short briefThe task and the tools.
- Free 30-minute callBy video, in English.
- Written estimateScope, timeline, price.
- You decideNo obligation.
PDPA and AI governance
This is general information, not legal advice. Your legal adviser has the final word.
Personal Data Protection Act 2012 (PDPA)
Singapore has no general AI law; the PDPA applies whenever an agent collects, uses or discloses personal data, including breach notification. We plan consent, purpose limits and protection in from the start.
Official source: PDPA 2012 (Singapore Statutes Online) ↗Model AI Governance Framework
IMDA and the PDPC publish the Model AI Governance Framework, voluntary guidance on explainable, transparent and fair AI with human oversight. We align our approval, logging and testing with it.
Official source: pdpc.gov.sg ↗MAS Technology Risk Management Guidelines
The Monetary Authority of Singapore sets expectations for how financial institutions manage technology risk. For financial clients, we document our part for your review.
Official source: mas.gov.sg ↗Public standards we align our work to
Working with us from Singapore
One dedicated team; projects are led by UnFoldMart from our international offices.
Our Singapore office
8 Kaki Bukit Road 2, Ruby, #02-08, Singapore 417841
By video
Workshops, demos and weekly check-ins by video.
Language
Calls and project work in English.
Time zone: Singapore Time (SGT, UTC+8)
Office-hours overlap: –
09:00–18:00 local time in both offices. Singapore has no daylight saving time. Our London office is 7 hours behind in UK summer and 8 hours behind in winter, so shared office hours are short and fall late in your working day.
Company-wide figures across all our services, not AI projects.
- Zürich · in person
- Frankfurt · in person
- London
- Amsterdam
- Paris
- Madrid
- Warsaw
- Singapore
- Vancouver
- Gurugram
Frequently asked questions
AI agent development in Singapore: before you book a call.
Do you have an office in Singapore?
Yes. UnFoldMart's Singapore office is at 8 Kaki Bukit Road 2, Ruby, #02-08, Singapore 417841. Workshops, demos and weekly check-ins with Singapore clients take place by video, in English.
What is an AI agent, and how is it different from a chatbot?
A chatbot answers questions. An agent also acts: it uses your tools to finish multi-step tasks, like updating a CRM record, within the permissions you set.
How much does AI agent development cost in Singapore?
Pricing is custom. Cost depends on the number and complexity of tasks, the systems to connect, your data, the risk level and hosting. After a short brief and a free 30-minute call, you get a written estimate. Model and hosting costs are billed by your providers; we estimate them early.
How long does it take to build an AI agent?
Typically: use-case and data review 1 to 2 weeks, prototype 2 to 4 weeks, pilot 3 to 6 weeks, production rollout 2 to 6 weeks. These are ranges, not guarantees.
How do you stop an agent from making costly mistakes?
It starts read-only, shows its evidence and waits for a person's approval. Only actions you list can run automatically, and everything is logged. Test sets built from your own cases run before every release.
Can the agent run in our own cloud account?
Yes. The agent, its logs and, if needed, an open-weight model can all run in your own cloud account. Otherwise we agree regions and providers that don't train on your data.
Is there an AI law in Singapore?
Singapore has no general AI law. The PDPA applies when an agent uses personal data, and IMDA and the PDPC publish the voluntary Model AI Governance Framework. Financial institutions also follow MAS guidelines. Your legal adviser has the final word.
What is agentic AI, and is it ready for real work?
Agentic AI means AI that plans and takes steps with your tools, not only answers questions. It is ready for well-defined tasks when it starts read-only, shows its evidence, waits for approval and is tested on your real cases.
How do time zones work with your team?
Projects are led by UnFoldMart from our international offices. Our London office is 7 or 8 hours behind Singapore, so we plan calls for your afternoon and agree written updates between them. Calls are by video, in English.
Can we see AI agent projects you have built?
Our published projects are web, brand and marketing work, so we don't present them as AI agent references. Instead, you judge the work on your own data: the prototype is tested on your real examples before you decide on a pilot.
Building an AI agent in Singapore?
Tell us the workflow. We'll say honestly if an agent fits.