From Data Dominance to Decision Advantage: Decision-Grade Intelligence in the Age of AI (White Paper)

Artificial intelligence (AI) is transforming how intelligence is collected, processed, and analyzed. Yet as the volume of available information continues to grow, a central challenge remains unchanged: how do organizations convert data into validated intelligence quickly enough to inform meaningful decisions?

This Janes thought leadership white paper, "From Data Dominance to Decision Advantage: Decision-Grade Intelligence in the Age of AI", explores the technologies, workflows, and principles shaping the future of strategic intelligence. Drawing on insights from experienced intelligence practitioners and defense decision-makers, it examines how organizations can combine validated data, AI-enabled capabilities, and human expertise to produce decision-grade intelligence at mission speed.

What You'll Learn

In this paper, you'll discover: 

• Why validated data is becoming a critical advantage in AI-enabled intelligence environments.
• How human-machine teaming can improve intelligence workflows while preserving trust and accountability.
• The importance of integrating validated intelligence across systems, teams, and decision-making processes.
• Key recommendations for leaders responsible for intelligence, analysis, and strategic decision support.