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From Data Readiness to Business Value: The Role of Strategic Collaboration in Generative AI

JULY 09, 2025 DATA

Generative AI (GenAI) has become one of the most transformative forces in today’s enterprise landscape. However, unlocking its full potential requires more than advanced models—it demands well-prepared data. At Obase, we’ve been accelerating data-driven transformation in diverse industries for over 25 years, in close collaboration with our strategic partner Strategy.

The 2025 report by Strategy, titled “Data Readiness for Impactful Generative AI,” reveals with clear metrics how data readiness is a decisive factor in realizing real GenAI value.

Key Insights from the Report

  • 90% of organizations say they’ve started developing or experimenting with GenAI strategies.
  • Yet only 31% believe their data is sufficiently prepared for GenAI.
  • 56% identify data quality as the biggest challenge in GenAI initiatives.
  • 62% are constrained in GenAI usage due to insufficient data governance.

These figures underline a key truth: to truly benefit from GenAI, organizations must first invest in making their data ready, reliable, and responsible.

Data Readiness Drives Measurable Business Impact

Importantly, the report also shows that data readiness initiatives are not just technical enablers—they generate tangible business outcomes:

✅ Shorter customer response times
✅ Improved satisfaction scores
✅ Increased developer productivity
✅ Enhanced ability to anticipate and personalize customer experiences

Data readiness, when done right, is a performance multiplier across the entire organization.

Obase’s Experience: Sector-Specific Intelligence Built on Strong Foundations

As a long-standing Strategy partner, Obase offers more than just technical integration—we deliver contextual intelligence. Our GenAI-ready analytics solutions include:

  • Pre-packaged semantic layers tailored to industry needs
  • Ontology-driven data modeling
  • Automated data governance workflows
  • Trusted, scalable data environments for GenAI use cases

From Retail to Finance: Fast Adaptation, Sustainable Value

We’ve successfully implemented AI-powered business intelligence platforms across sectors such as retail, finance, logistics, and public services. By combining advanced analytics, rich metadata environments, and user-friendly dashboards, we help clients move from data to insight—faster and smarter.

Data Readiness = Future Readiness

The Strategy report makes it clear: organizations that want to lead with GenAI must start with well-structured, accessible, governed, and contextualized data.

At Obase, we empower organizations to build these foundations and unlock the full power of Generative AI.

Read the full report:
Data Readiness for Impactful Generative AI – Strategy

Explore our 25+ year partnership with Strategy:
obase.com/is-ortaklarimiz/strategy