Preleap gives enterprises a clear, actionable assessment of their data readiness — before they invest a single dollar on AI implementation.
Enterprises rush into AI without understanding their data foundation. The result? Millions wasted, projects stalled, opportunities lost.
of AI projects never reach production — data quality and infrastructure gaps are the leading cause.
estimated annual cost of poor data quality to the U.S. economy. Your share is avoidable.
typical delay when data problems surface after AI work starts. Preleap finds them before you spend.
From assessment to actionable roadmap — in days, not months.
Answer a guided questionnaire about your data landscape — sources, pipelines, governance, and team structure. No code required.
Our engine evaluates your data ecosystem across 6 critical dimensions, benchmarking against industry leaders and AI best practices.
Get a detailed readiness report with prioritized recommendations — what to fix, what works, and where to invest for AI success.
Each dimension is scored, benchmarked, and mapped to specific actions you can take today.
Completeness, consistency, freshness, and accuracy of your core datasets. Are they clean enough for AI models?
Cloud maturity, pipeline reliability, compute capacity, and scalability for production ML workloads.
Data cataloging, lineage tracking, access controls, and regulatory readiness for responsible AI deployment.
Data engineering depth, ML expertise, executive sponsorship, and cross-functional collaboration maturity.
API maturity, real-time data availability, and ability to operationalize model outputs at enterprise scale.
Reporting sophistication, self-service adoption, and the bridge from BI to predictive intelligence.
Every assessment includes a comprehensive package designed for CIOs, CTOs, and data leaders.
Board-ready summary with your AI readiness score, industry benchmarks, and peer comparisons.
Detailed breakdown across all 6 dimensions with gap analysis and risk scoring.
Phase-by-phase plan showing quick wins, medium-term investments, and long-term transformation goals.
30-minute walkthrough with our data infrastructure specialists to discuss findings and next steps.
Fill out the form and our team will reach out within 24 hours to begin your complimentary assessment.
Stop spending millions on AI infrastructure before understanding what your data needs first.