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Holding individuals and teams explicitly accountable for data accuracy and quality might seem straightforward, but it is difficult to sustain in practice. read more

Sponsors sometimes optimize too narrowly for the next milestone instead of the full development path. A formulation may be sufficient for an early study but still be poorly positioned for robust scale-up, transfer, or validation. That’s where delays and added costs show up. read more