AI Development

We Build AI Products That Ship — Not Prototypes That Stall

1X Tech is Singapore's AI product development and engineering partner. We build AI products from scratch, integrate AI into existing systems, and engineer conversational AI — from prototype to production in weeks, not months.

PDPA Compliant · Multi-Model Architecture · 8-Year Singapore Track Record

Services

AI Development Services

AI Product Development

End-to-end AI product engineering. We build AI-powered products from concept to production — architecture, full-stack development, AI integration, and deployment. Senior engineers who stay on your project.

Product StrategySystem ArchitectureFull-Stack DevelopmentAI Integration

AI Engineering

Integrate AI capabilities into your existing software. LLM integration, RAG pipelines, autonomous agents, MLOps, and performance optimisation — without rebuilding your entire stack.

LLM & RAGAgent WorkflowsMLOpsCost Optimisation

Conversational AI Development

Custom chatbots, voice assistants, and conversational interfaces. Multi-model architecture, omnichannel deployment, human handoff, and continuous learning — for customer support, internal queries, and lead qualification.

Custom TrainingMulti-ChannelHuman HandoffAnalytics

AI Tech Audit

A comprehensive technical audit of your AI systems. Architecture review, model performance, security, cost analysis, and a prioritised action plan — completed in two to three weeks.

Architecture ReviewSecurity AuditCost AnalysisAction Plan

Our Approach

How We Build AI Products

Six engineering principles that make the difference between AI prototypes and AI products.

Architecture & System Design

We design scalable system architectures that handle AI inference, data pipelines, and user-facing applications with the right trade-offs for your constraints.

Multi-Model AI Integration

We integrate OpenAI, Claude, Gemini, or custom models with proper guardrails, fallbacks, cost controls, and vendor flexibility.

Compliance-First Engineering

PDPA, MAS FEAT, data residency, and enterprise security are architected in from day one — not bolted on after launch.

CI/CD & DevOps

Automated pipelines, infrastructure as code, monitoring, and alerting for reliable production deployments on AWS, Vercel, or your cloud.

Knowledge Transfer

We document everything and train your team. You own all code, models, and IP. No vendor lock-in, no black boxes.

Iterative Delivery

Two-week sprint cycles with continuous stakeholder demos. Working software early, not decks and wireframes.

Built for Industries Where AI Mistakes Are Not Just Annoying — They Are Illegal

Data Residency Controls

Your data stays in Singapore. Configurable by deployment environment.

PDPA-Compliant by Design

Data handling, consent flows, and retention policies built in from day one.

MAS FEAT Alignment

AI governance, explainability, and audit trails for financial services deployments.

Who We Work With

For AI Startups

You have the model or the idea. We build the product around it — frontend, backend, infrastructure, and everything needed to go to market fast.

For Enterprise Product Teams

You need AI integrated into your existing systems but your team lacks the specialised AI engineering expertise. We fill that gap without the overhead of permanent hires.

Ready to Build?

Whether you need a new AI product, AI integration into existing systems, or a technical audit of what you have — we will get you to production faster than you expect.

Book a Consultation

Build the future with One X Tech

Important Notice and Disclaimer

One X Group Pte. Ltd. (“One X Group”, “we”, “us”, or “our”) is a commercial technology consulting firm. We are not a government agency, statutory board, or official representative of any Singapore government body, and we are not affiliated with, endorsed by, or acting on behalf of Enterprise Singapore, the Infocomm Media Development Authority (IMDA), the Agency for Science, Technology and Research (A*STAR), the Inland Revenue Authority of Singapore (IRAS), the National Research Foundation (NRF), AI Singapore, or any other government agency referenced on this website.

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