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Read about our perspectives on data intelligence.

Blog

What "the right data" actually means in defense…and why defining it accelerates sensor fusion and agentic AI

In many defense circles, the phrase "the right data" gets thrown around like an objective commodity waiting to be collected. If one spends enough time inside operational environments (e.g. unmanned maritime systems or border-security command centers), you’ll see a different reality emerge.There is no single "right" dataset. There is only the right data for your mission, your vantage point, and your decisions.This distinction matters more than ever. Defining the right data up front—computationally, not just verbally—pays massive dividends in speed, clarity, and relevance.

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The cost of seeing everything: the decline of decision-making tradecraft

During the Global War on Terror (GWOT), U.S. defense and intelligence operations achieved something unprecedented: near-total visibility. Drones, persistent ISR, satellite coverage, wide-area sensors, and more meant we could see almost everything, almost everywhere, almost all the time.By any reasonable assumption, that should have made us smarter. Instead, it made us dependent. 

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More advanced data collection, worse insights. What's happening?

Every year, data collection methods and hardware get more advanced and more accurate. Agencies and organizations alike race to deploy them.

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The hard truth: no one’s coming to save you from your data problems

Every organization has been buffeted by a relentless flood of data, whether from automated sensors and enterprise software or individual customer touchpoints and digital transactions.

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How to turn information overload into confident decisions

Every day, over 400 million terabytes of data are produced worldwide. Your organization doesn’t need more of it. You just need better tools to understand your data.

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Data silos haven’t gone away. Here’s what every organization’s next move should be.

Remember about 20 years ago when digital transformation promised to put an end to data silos? Today, studies put the global drag from siloed, poor-quality, and hard-to-reach data at roughly $3.1 trillion a year, while knowledge workers burn around 12 hours each week just chasing data—locating it, reconciling versions, and asking for access.

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From data fragmentation to focus.

See how chat-based queries + mission-derived context + AI governance eliminates the tradeoff between speed and accuracy with IBIS™.

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