90-Day AI Data Sprint
A comprehensive programme that combines assessment, strategic roadmapping, and quick wins in 90 days so you see tangible progress fast. Investment ranges from S$80K to S$150K.
What we do
What We Do
Our 90-day sprint takes you from assessment through strategy to delivered quick wins, building momentum and stakeholder confidence in your AI data programme.
Deep Assessment (Weeks 1 to 4)
We conduct our full data readiness assessment with additional depth on the systems and processes most critical to your priority AI use cases.
Strategic Roadmap (Weeks 5 to 6)
We design a 12 to 24 month data transformation roadmap with phased investments, resource plans, and dependency mapping tied to your AI objectives.
Quick Win Implementation (Weeks 7 to 12)
We implement two to three high-impact data improvements from the roadmap, delivering tangible results that demonstrate value and build organisational support.
Data Pipeline Development
We build or refactor critical data pipelines to improve data freshness, quality, and accessibility for downstream AI workloads.
Governance Quick Start
We implement foundational data governance practices including data cataloguing, quality monitoring, and access control policies for your priority data domains.
Knowledge Transfer
We train your team on the tools, processes, and best practices established during the sprint so they can maintain and extend the work independently.
Applications & Use Cases
Data Sprint Applications
Our 90-day sprint is designed for organisations that need to move fast, delivering tangible data improvements and quick wins that demonstrate ROI within one quarter.
First AI Use Case Enablement
Prepare the data pipeline, quality, and access controls needed to power your highest-priority AI application.
Data Quality Quick Wins
Identify and fix the most impactful data quality issues across your core datasets within the first 30 days.
Pipeline Proof of Concept
Build a working data pipeline that ingests, transforms, and serves data for your target AI workload.
Governance Quick Start
Implement baseline data governance including ownership assignment, access policies, and basic lineage documentation.
Executive Reporting Dashboard
Create a data health dashboard that tracks quality metrics, pipeline performance, and governance compliance for leadership.
Team Upskilling Programme
Deliver hands-on training for your data team covering the tools, processes, and practices introduced during the sprint.
Our Process
End-to-end AI Data Readiness Process
We take your data from raw and fragmented to AI-ready. Our structured process ensures your data infrastructure, governance, and pipelines are built for production AI workloads.
Why Us
Why Us
Our sprint format is designed to break the analysis-paralysis cycle that stalls many data transformation programmes by delivering visible progress in just 90 days.
Structured format that delivers assessment, strategy, and implementation in a single 90-day engagement
Quick wins that build stakeholder confidence and secure budget for continued investment
Knowledge transfer ensures your team can sustain progress after the sprint ends
Executive reporting package that communicates progress in business terms, not just technical metrics
Option to extend into ongoing data engineering support after the sprint concludes
Benefits & Methodology
Our Sprint Methodology
Our 90-day sprint follows a structured cadence of assessment, strategy, and implementation, with weekly checkpoints and tangible deliverables at every stage.
Weeks 1 to 4: Deep Assessment
We audit data assets, profile quality metrics, and map integration points to establish a quantitative baseline.
Weeks 5 to 6: Strategic Roadmap
We design a phased improvement plan aligned with your AI objectives, with clear milestones and success criteria.
Weeks 7 to 12: Implementation
We build and deploy the highest-priority improvements, from data pipelines to governance frameworks.
Weekly Stakeholder Updates
We provide progress reports with metrics, blockers, and next steps so leadership stays informed throughout.
Knowledge Transfer Sessions
We conduct hands-on training for your team on every tool, process, and practice we introduce.
Handoff & Continuity Plan
We deliver documentation, runbooks, and a recommended next-phase roadmap so momentum continues after the sprint.
Difference
What sets One X Data apart?
One X Data 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.
FAQs
Common questions about 90-day ai data sprint.
Get Started
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