AI Data Readiness
We Make Your Data AI-Ready. Then You Deploy AI.
73% of enterprises identify data quality as the #1 barrier to AI success. 1X Data is Singapore's AI data readiness consultancy. We assess your data, fix the foundations, and deliver production-ready data infrastructure that AI can actually run on.
MAS FEAT Aligned | PDPA Compliant Methodology | 8-Year Singapore Track Record
AI Data Readiness Score
Find Out Where You Stand in 10 Minutes
Our free AI Data Readiness Assessment scores your organisation across six dimensions and tells you exactly what to fix before you deploy AI. Over 200 Singapore enterprises have used it.
Data Quality Index
Assess completeness, accuracy, consistency, and freshness of your data assets.
Data Governance Maturity
Evaluate ownership, policies, lineage tracking, and data stewardship practices.
Infrastructure Readiness
Review storage, compute, pipeline architecture, and scalability for AI workloads.
Data Accessibility
Measure how easily teams can discover, access, and use data across the organisation.
Regulatory Compliance
Assess PDPA, MAS FEAT, and industry-specific data governance requirements.
AI Use Case Alignment
Map your data assets to your priority AI use cases and identify gaps.
Services
From Assessment to Production-Ready Data Infrastructure
We scope the engagement to where you are.
AI Data Readiness Assessment
30-day deep audit of data quality, governance, infrastructure, and regulatory compliance. Output: AI Data Readiness Score (ADRS) + gap analysis + prioritised action plan.
S$20K to S$50K
Fixed-scope. Clear deliverables.
Enterprises beginning their AI journey, or those whose AI pilots have stalled.
90-Day AI Data Sprint
30 days assessment + 30 days roadmap + 30 days quick wins implementation. Output: Cleaned data pipelines, governance framework, and a production-ready data environment for your first AI use case.
S$80K to S$150K
Time-boxed. Measurable output.
Enterprises ready to move from assessment to action.
Data Infrastructure Build
Full data infrastructure design, build, and governance implementation. Output: Enterprise data platform ready for ongoing AI deployment. MAS/PDPA compliant architecture.
S$200K to S$500K
Scoped to your environment.
Enterprises committed to building production-grade AI data foundations.
AI Data Infrastructure Built for Singapore's Regulatory Environment
MAS FEAT & TRM Compliance
Data governance frameworks aligned to MAS 2025 AI Risk Management Guidelines.
PDPA-First Data Architecture
Consent management, data residency, retention policies, and subject access request workflows built in.
BCBS 239 Alignment
Data lineage, data quality standards, and reporting infrastructure for financial institutions.
This Is Not Analytics Consulting. This Is AI Readiness.
Data analytics consultancies help you understand your existing data. 1X Data helps you make your data usable by AI. The outputs are different: not dashboards, but production-ready data pipelines, governance frameworks, and infrastructure that your AI models can actually train and run on.
Start With Your AI Data Readiness Score
Most enterprises are further from AI-ready than they think, and closer than they fear. The assessment takes 10 minutes and gives you a clear, prioritised picture of what to fix first.