Custom AI Development
We design and build bespoke AI systems tailored to your unique business challenges when off-the-shelf solutions fall short.
Trusted by leading Singaporean brands
Build Custom Solutions
Software That Works for You, Not Against You
Streamline operations and unlock new growth for your business with tailored solutions. Create software that empowers your success.
Designed for Your Unique Needs
Built to match your exact workflows, processes, and objectives, ensuring efficiency without compromise.
Grows with Your Business
Unlike off-the-shelf solutions, custom software evolves with your business, adapting to growth and new challenges.
Gives You a Competitive Edge
Empowers you with unique features, automation, and data-driven insights that help you move faster and outperform competitors.
What we do
What We Do
Our engineering team builds custom AI solutions from the ground up, handling everything from research and prototyping to production deployment and ongoing optimisation.
Problem Definition and Scoping
We work with your team to translate business problems into well-defined AI challenges with clear success metrics and feasibility assessments.
Research and Prototyping
We evaluate state-of-the-art approaches, run experiments with your data, and build rapid prototypes to validate technical feasibility before committing to full development.
Model Development
We build, train, and optimise custom models using your proprietary data, selecting architectures that balance accuracy, latency, and compute cost for your use case.
API and SDK Development
We wrap your AI models in production-grade APIs with documentation, SDKs, and developer portals so your engineering team can integrate them easily.
Edge and Embedded AI
For latency-sensitive or offline use cases, we optimise and deploy models to edge devices, mobile apps, and IoT hardware.
Ongoing Model Management
We set up automated retraining pipelines, performance monitoring, and drift detection so your models stay accurate as your data and business evolve.
Applications & Use Cases
Custom AI Development Applications
We build bespoke AI solutions for problems that off-the-shelf tools cannot solve, from novel model architectures to industry-specific applications.
Industry-specific AI Models
Train custom models on your domain data for tasks like legal document analysis, financial forecasting, or medical imaging.
Edge AI & Embedded Systems
Deploy AI models on edge devices, IoT hardware, and mobile platforms for real-time inference without cloud dependency.
Custom Computer Vision
Build image and video analysis systems for quality inspection, defect detection, and visual search applications.
Proprietary NLP Pipelines
Create custom natural language processing for domain-specific terminology, sentiment analysis, and entity extraction.
Simulation & Digital Twins
Build AI-powered simulations that model physical systems, predict outcomes, and optimize operations in virtual environments.
AI Research & Prototyping
Explore emerging AI techniques, evaluate feasibility for your use case, and build proof-of-concept implementations.
Our Clients
Let your customers take the reign
We assist enterprise clients in their digital transformation by applying established and emerging technologies into their core business models.
Showcase
Our Custom AI Development 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 payments with SG Pay.
Discover SG Pay, a cutting-edge payment solution. Simplify transactions and enhance user experiences with a secure and seamless platform.
ShowcaseRead more
NextGEN Global Decarbonisation Initiative.
How we created an intuitive platform for the International Maritime Organisation & Maritime Port Authority of Singapore.
ShowcaseRead more
People's Association: Intelligent Chatbot Assistant.
Creating a transformative procurement solution for the People's Association, enhancing simplicity and efficiency in every step
ShowcaseRead more
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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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.
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Microsoft Azure
Leverage cloud solutions tested in enterprise environments with Azure expertise.
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Our Process
Our Custom AI Development Process
A proven, full-cycle approach — from planning to deployment and ongoing support — tailored to your custom ai development requirements.
Schedule a non-obligatory 30-min consultation
Why Us
Why Us
We are a full-stack AI engineering team that handles the entire lifecycle from research through production, not just model training.
Full-stack AI team covering research, engineering, MLOps, and product design
Experience across computer vision, NLP, time series, recommendation systems, and generative AI
Agile delivery with two-week sprint cycles and continuous stakeholder demos
IP ownership remains with you for all custom-developed models and systems
Post-launch support and model management with transparent monthly reporting
Benefits & Methodology
Our Custom AI Methodology
We apply research-grade rigour to production-grade delivery, ensuring custom AI solutions are not just technically impressive but operationally reliable.
Feasibility-first Approach
We validate technical feasibility before committing resources, using rapid experiments to test key assumptions.
Research & Literature Review
We survey the latest academic and industry research to identify state-of-the-art approaches for your specific problem.
Iterative Model Development
We build models in stages, starting with baselines and progressively adding complexity only where it improves outcomes.
Rigorous Evaluation
We benchmark against multiple metrics and test sets, not just accuracy. Fairness, robustness, and latency all matter.
Production Engineering
We package research models for production with proper serving infrastructure, monitoring, and maintenance procedures.
IP & Knowledge Transfer
You own the models, code, and documentation. We train your team on maintenance and further development.
What's Trending in Custom AI Development
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.
100+
Projects
6+
Years
Possibilities
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.
2,500+
Top Talent
Leverage expertise from a talent pool of over 2,500 top technology experts across the globe.
100+
Clients Served
Empowering over 100 prestigious clients globally, including Fortune 500 companies.
200+
Projects Delivered
Delivering excellence with 200+ projects, celebrated for excellence in software development and outsourcing.
20+
Years In-market
20+ years on the market, consistently driving forward innovation and digital excellence.
18
Global Service Centers
Active in eight countries, providing localized support and comprehensive solutions worldwide.
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 custom ai development.
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 build bespoke software solutions tailored to your business processes, from enterprise platforms to customer-facing applications.
Learn more