Forward Deployed Engineers for Singapore Enterprise AI
Frontier labs embed engineers with their largest customers because deployment decides whether AI reaches daily work. We bring that model to Singapore enterprises. Senior engineers sit with your team, ship a production use case in six weeks and stay on as your deployed team.
30 minutes, no obligation.
Trusted by leading Singaporean brands
Showcase
Our Forward Deployed Engineering Projects
Explore a selection of the platforms and products we have delivered for enterprises across Singapore and the region, showcasing our commitment to impactful results.
Preparing the Future of AI-Driven Payments with SG Pay.
Discover SG Pay, a cutting-edge payment solution. Simplify transactions and enhance user experiences with a secure and seamless platform.
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AI Analytics for the NextGEN Global Decarbonisation Initiative.
How we created an intuitive platform for the International Maritime Organisation & Maritime Port Authority of Singapore.
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People's Association: Intelligent Chatbot Assistant.
Creating a transformative procurement solution for the People's Association, enhancing simplicity and efficiency in every step
What we do
What a Forward Deployed Team Does
Our forward deployed engineers work inside your organisation, from the first discovery session to the production rollout and the months after.
Embedded Discovery
Engineers sit with your operators for the first two weeks to map the workflow, the data and the decision that AI should change.
Production Use Case Build
One scoped use case shipped to production in six weeks, with evaluations, guardrails and audit logging in place from the first release.
Data and System Integration
Connections into your core systems, document stores and APIs, built so the AI works on live data rather than exported samples.
Agent and Workflow Design
Agents and assistants designed around how your teams already work, with approvals and human review where the decision carries risk.
Handover and Enablement
Documentation, training and paired sessions so your own engineers can run, extend and own what the deployed team built.
Deployed Team Retainer
After the sprint, the same engineers stay on a monthly basis to ship the next use cases and keep the first one improving.
Applications & Use Cases
Where a Deployed Team Lands First
We start with the use case that has a clear owner, live data and a decision worth changing, then expand from there.
Document Intelligence
Contracts, claims, KYC packs and regulatory filings read, extracted and routed by AI with reviewer sign-off.
Enquiry and Case Handling
Customer and citizen enquiries triaged, drafted and resolved inside your existing CRM or case system.
Operations Copilots
Assistants for planners, analysts and operations teams that work across your live systems rather than a chat window.
Agentic Workflows
Multi-step processes such as onboarding, reconciliation and reporting run by agents with human checkpoints.
Knowledge Assistants
Grounded answers from policies, manuals and past cases, with citations your compliance team can audit.
Core System Augmentation
AI layered onto core banking, ERP and government systems through integration rather than replacement.
Our Clients
Let your customers take the reins
We assist enterprise clients in their digital transformation by applying established and emerging technologies into their core business models.
Our Technologies
Work with Future-proof Technologies
We stay at the forefront of the latest technology by investing heavily and constantly evaluating the newest emerging technologies and frameworks that enable us to build robust solutions that scale and last.
JavaScript
Leverage the power of JavaScript to build interactive and dynamic web applications.
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React
Harness the power of React to build dynamic and interactive user interfaces for your enterprise applications.
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Node.js
Leverage the power of Node.js to build scalable and efficient backend solutions for your enterprise applications.
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Python
Build AI, data and backend services in the language modern machine learning is written in.
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Module Federation
Enhance your frontend architecture with Module Federation and build scalable, modular applications.
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AWS
Reliable infrastructure for building frontend software engineering and dashboard development projects.
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Google Cloud
Work with cloud experts who have implemented solutions across various industries.
Microsoft Azure
Leverage cloud solutions tested in enterprise environments with Azure expertise.
Our Process
Our Forward Deployed Engineering Process
A proven, full-cycle approach — from planning to deployment and ongoing support — tailored to your forward deployed engineering requirements.
Schedule a non-obligatory 30-min consultation
Why Us
Why Enterprises Choose a Deployed Team
We built this engagement model for enterprise teams that need production AI without waiting on a frontier lab or a twelve-month consulting programme.
The same senior engineers from discovery to production, on site in Singapore
A working production use case in six weeks, at a fixed price agreed up front
Model-agnostic engineering across OpenAI, Anthropic, Google and private models
PDPA, MAS and public sector compliance handled inside the build
Your team owns the code, the data model and the platform at handover
Benefits & Methodology
The Six-Week Deployment Sprint
A fixed-price engagement built to put one AI use case into production with your team, week by week.
Week 1: Embedded Discovery
Engineers join your team on site, map the workflow and the data, and agree the success measure with the business owner.
Week 2: Thin Slice in Production
A first working version runs on live data for a small group of users, so feedback starts in week two rather than at the end.
Weeks 3 to 4: Build and Evaluate
Integrations, evaluations and guardrails are built out while daily users shape the product in paired sessions.
Week 5: Hardening and Compliance
Security review, PDPA and audit logging, cost controls and failure handling are completed before wider rollout.
Week 6: Rollout and Handover
The use case goes to its full user group with training, documentation and a decision on the deployed team retainer.
After: Deployed Team Retainer
The same engineers stay on monthly to ship the next use cases and keep improving the first one against its measure.
What's Trending in Forward Deployed Engineering
From AI automation to seamless integrations and scalable cloud solutions, businesses are evolving. Discover innovations to optimize workflows and stay ahead.
Driving Digital Transformation With Custom Solutions And AI
Enhancing Efficiency, Personalization, and Growth Through AI-Powered Custom Software
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From Concept to Reality: Building Custom Solutions That Deliver Results
Turning Ideas Into Impactful Software Through Strategy, Design, and Iteration
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Future-Proofing Your Business: Strategies for Long-Term Growth and Success
Unleashing Potential, Embracing Innovation, and Fostering Customer Loyalty for Sustainable Growth
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Our Locations
We are a Software Development Company based in Singapore
With a strong focus on building digital capabilities, we deliver end-to-end technology services that help businesses thrive in a competitive market. From innovative digital solutions to scalable platforms and tailored applications, we leverage our expertise to deliver exceptional results.
10+
Years in Market
100+
Projects Delivered
3
Countries Active In
Locate an Office
Difference
What sets One X Tech apart?
One X Tech stands out by offering a unique blend of seasoned expertise, global presence, and recognized credibility to drive transformative outcomes.
10+
Years In-market
10+ years on the market, consistently driving forward innovation and digital excellence.
100+
Projects Delivered
Delivering excellence with 100+ projects, celebrated for excellence in software development and outsourcing.
3
Countries Active In
Offices in Singapore, San Francisco and Dubai, serving clients across Asia Pacific, the Americas and the Middle East.
Innovative Solutions
Pioneering the use of advanced technologies to solve complex challenges and boost efficiency.
Industry Recognition
Featured as a Top Software Agency in 2023 by Clutch and recognized globally as a leader in technology outsourcing.
Certifications
Adhering to the highest standards with OWASP, Amazon Web Services (AWS), and Google certifications.
Get Started
Schedule a Consultation with a One X Specialist
Thank you for your interest. We’d like to ask a few questions to better understand your project needs.
Testimonials
Our Clients’ Success Stories
Real results. Real impact. See how businesses like yours have partnered with One X Tech to streamline operations and accelerate growth.
"They have a deep understanding of the latest technologies and trends and are always up for a challenge. We're so happy we found them and look forward to continuing to work with them in the future."
Mandy Lim
Manager, Maritime Port Authority
"Their team of experts helped us navigate complex technical challenges and provided invaluable guidance throughout the development process. We're so grateful to have them on our side."
Allen Lim
Technical Lead, Robo Advisor
"Working with One X Tech was a game-changer for our company. Their engineering skills are top-notch and they helped us deliver our product on time and within budget. We couldn't be happier with the results."
Sarah Tan
Technology Manager, UOB
FAQs
Common questions about forward deployed engineering.
Other Services
We build end-to-end AI-powered products from concept to production. Custom software with AI at the core — architected for scale, compliance, and real-world performance.
Learn moreWe integrate AI capabilities into your existing software systems — from conversational AI and document processing to recommendation engines and predictive analytics.
Learn moreWe design and build bespoke AI systems tailored to your unique business challenges when off-the-shelf solutions fall short.
Learn more