One X Data
Making Enterprise Data Ready for AI
73% of enterprise data leaders say data quality is the number one barrier to AI success. One X Data assesses your data, fixes the foundations, and delivers production-ready infrastructure for AI.
Trusted by leading organizations
73% of Enterprise AI Projects Fail Because of Data
One X Data is Singapore's AI data readiness consultancy. We assess your data quality, governance, and infrastructure, then build the foundations your AI needs to succeed. The result is production-ready data infrastructure that your AI can train and run on.
Who we areBusiness Software Experts
Data Foundations Built for Production AI
We build the pipelines, governance, and platforms that take enterprise AI from pilot to production in regulated industries.
Trusted by Enterprise Data Teams
Enterprise teams in financial services and government partner with One X Data to make their data ready for AI.
Insights
Read our Latest Insights
AI Data Readiness: A Framework for Singapore Enterprises
How to assess and improve your organisation's data maturity for AI adoption.
Building Production-Ready Data Pipelines
Architecture patterns and best practices for reliable enterprise data pipelines.
Data Governance in the Age of Generative AI
New frameworks for data governance when AI systems generate and transform data.
What We Do
Four Ways to Make Your Data AI-Ready
From a free self-assessment to a full platform build, we scope each engagement to where you are in your AI journey.
AI Data Readiness Assessment
30-day audit of data quality, governance, infrastructure, and compliance. Clear score. Prioritised action plan.
90-Day AI Sprint
Assessment, roadmap, and quick wins implementation. Production-ready data environment for your first AI use case.
Data Infrastructure Build
Full enterprise data platform design, build, and governance. MAS and PDPA compliant. Ready for ongoing AI deployment.
AI Data Readiness Score
Free self-assessment tool. Score your data readiness across 6 dimensions in 10 minutes.
News
Featured News
Data Platform v4.0: Unified Analytics Engine
Combining batch and streaming analytics into a single query engine for real-time insights.
New Data Connectors: Salesforce, HubSpot, and SAP
Pre-built integrations for enterprise CRM and ERP systems with automated schema mapping.
One X Data Platform: Q4 Feature Releases
Latest updates to our data infrastructure and analytics platform.
AI Data Readiness FAQs
Can't find the answer you're looking for? Reach out to our customer support team.
Find Out How AI-Ready Your Data Is
Most enterprises are further from AI-ready than they think, and closer than they fear. Book a 30-minute data readiness call with our team to see what to fix first. No commitment required.
Book a Data Readiness Call