Most enterprises are investing in AI without knowing if their data can support it. Preleap tells you exactly where you stand before you spend a dollar.
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 of that is avoidable.
typical delay when data problems surface after AI work begins. Preleap finds them before you spend.
From initial assessment to a prioritized action plan. Days, not months.
Walk through a guided assessment of your data ecosystem. Sources, pipelines, governance, and team structure. No integrations or code required.
Your data foundation is evaluated across 6 critical dimensions and scored against industry peers and best practices used by leading enterprises.
Receive a detailed readiness report with prioritized recommendations. What to fix first, what is already strong, and where to invest next.
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 to train models on?
Cloud maturity, pipeline reliability, compute capacity, and scalability for production ML workloads.
Data cataloging, lineage tracking, access controls, and regulatory readiness for responsible 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.
The most expensive infrastructure investment is the one that fails six months in because nobody checked the data first.