Top FDE AI Agency in Hong Kong and Singapore

We help you build AI agents, customized to your workflow.

We design and launch custom AI agents for Singapore and Hong Kong companies, connecting to your tools, handling repetitive workflows, and keeping humans in control where it matters.

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WHAT WE BUILD

AI agents that take repetitive work off your team

Choose one repetitive workflow. We turn it into an AI agent that can search, draft, update systems, and hand off for approval.

01
AI workflow agents
Multi-step agents that use your tools and APIs to complete operational tasks.
Quote generation, CRM updates, lead follow-up, report drafting.
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02
Internal knowledge assistants
Search and answer systems over company docs, SOPs, policies, CRM records, and tickets.
Ask your company knowledge base instead of hunting across folders.
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03
Customer-facing AI agents
Support, sales, booking, onboarding, FAQ, and triage agents for websites and messaging channels.
Qualify leads, answer questions, and book meetings automatically.
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04
Personal assistant agents
AI secretary agents that manage scheduling, reminders, bookings, and follow-ups across your calendar and messages.
Meeting coordination, travel booking, task reminders, inbox follow-up.
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05
Document automation agents
Agents that extract, classify, compare, summarize, and draft from business documents.
Invoice processing, contract review, tender and RFP response.
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06
Vertical LLM apps
Full LLM-backed software and agentic product platforms shaped around a specific workflow.
Assistants for accounting firms, prop traders, clinics, agencies, AI agent startups, and property teams.
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PROOF

Recent AI agents shipped for real teams

10+ client projects shipped in the last 3 months across agencies, trading, software, and Web3 teams.

Instaagent · Y Combinator-backed · Marketing · HK / Malaysia

The context

A mid-size agency in Hong Kong and Malaysia was creating campaign assets across scattered AI and editing tools. Manual copy-paste work made quality inconsistent and brand context easy to lose.

What we built

We built an end-to-end campaign agent that coordinates models and creative tools while preserving brand context and reducing token spend.

300%
Productivity gain
60% ↓
AI token cost

HOW WE WORK

Launch one useful AI agent in 4 weeks

We start with one high-friction workflow, prove the agent on real inputs, connect the tools it needs, and launch with approval controls.

Week 1
Workflow audit and highest-ROI use-case selection
Week 2
Prototype agent, prompts, and workflow design
Week 3
Tool/API integration, RAG, database, and UI
Week 4
Testing, deployment, monitoring, and team training

OUR PLAYBOOK

Built differently than prompt-only agencies

Most AI builds are a stack of prompts pointed at ChatGPT or Claude. We design the full agent harness system: which model thinks, which code runs, what gets remembered, and what stays private.

Model routing
The right model for the right job
We route each task to the model that fits it best: reasoning, extraction, vision, coding, classification, or low-cost drafting. The agent gets faster, cheaper, and more reliable.
OpenAI, Claude, Gemini, local and open-source models
Code-first automation
Programs handle programmatic work
We do not waste tokens asking an LLM to do math, parsing, formatting, routing, validation, or API plumbing. We write deterministic code for those jobs and reserve models for judgment.
Lower token cost, fewer hallucinations, repeatable outputs
Memory system
Agents that learn your business
We build memory playbooks around preferences, customer context, past decisions, and feedback loops so agents become more personalized instead of starting from zero every time.
Personalized memory, retrieval, evals, and feedback loops
Security and compliance
Privacy is designed in from day one
We map sensitive data flows before we build, add access controls, logging, human approvals, and deployment options that match your risk profile and compliance needs.
SOC 2, ISO 27001, GDPR, HIPAA, MAS TRM where relevant

Delivery team

15+ years

Intelligent system delivery

We are a team of experienced consultants and engineers building practical AI systems for real business workflows.

Founders from

Google
amazon
accenture

TEAM

The people sitting beside you to ship the system

A compact forward-deployed team combining workflow discovery, AI system design, integration engineering, and adoption support.

Taylor Chan
Delivery Lead
Ex-Google, Accenture, and OKX product manager. Master of AI at NUS (2019).
LinkedIn
Vincent Lau
System Architect
Ex-Animoca Brands tech lead. ETHGlobal finalist ×3.
LinkedIn
Martin Syed
Product Lead & Agent Builder
Ex-Amazon, TikTok, and Binance senior product manager and engineer.
LinkedIn