A key theme emerging from FDA complete response letters since 2018 is that data system validation is lacking in the ...

Any data that enters your system from outside a trust boundary should be treated as untrusted until proven otherwise. That includes form fields, API payloads, file uploads, headers, cookies, queue ...

AI won't deliver value until companies manage knowledge as carefully as data, argues content strategist Rob Hanna.

A model may perform exceptionally well and still lack the evidence package necessary to support regulatory review.

Researchers believe they've created the first smart ring to monitor biochemical health measurements like glucose, vitamin C ...

Data silos in bioprocessing limit quality, compliance, and operational efficiency. Cloud-based LIMS–MES integration can create a single source of data, enabling better traceability, faster batch ...

In high-stakes environments, like with a medical AI system, a small issue can be the difference between a correct call and a catastrophic one. For instance, a minor error can lead to the wrong ...

Rob van der Woude of Fonoa argues that AI will not reduce tax work but transform it, making connected data infrastructure the ...

As businesses prepare for e-invoicing, structured transaction data is becoming the foundation for enterprise AI, stronger ...

New onboarding intelligence and real-time data connectivity reduces employer burden, improves implementation confidence, and modernizes how benefits data moves across the ecosystem.

By shifting focus to what people demonstrably do rather than what they say, AI can help research understand the world as it ...