
Attribution models provide a clear, data-driven view of how each touchpoint contributes to outcomes, enabling smarter investment and continuous optimization
Data-driven visibility that improves ROI and budget efficiency
Redirect investment toward channels that demonstrate measurable contribution to acquisition and retention outcomes
Integrate data across campaigns to understand how each touchpoint influences customer decisions
Identify underperforming activities and reallocate budgets to higher-impact initiatives
Enable structured planning and decision-making through clear performance metrics and accountability frameworks
How NTT DATA helps
Design multi-touch models that measure and compare the effectiveness of different marketing channels

Analyze historical and predictive returns to support strategic budget planning and optimization

Provide visualization of campaign performance and budget allocation to support informed decision-making

Implement processes that connect performance insights directly to ongoing budget reallocation


Identify which marketing activities contribute most to customer acquisition and long-term loyalty
Distribute investment based on performance insights to maximize efficiency and impact
Improve coordination and accountability through shared performance metrics and ROI visibility
Embed continuous performance tracking and adjustment into marketing planning cycles
Optimize markDrive smarter marketing decisions