Extensive system testing, acceptance validation, and detailed documentation were completed, followed by hands‑on training and collaborative knowledge sharing for users and support teams. The new solution reduced analytics timelines from days or weeks to hours, speeding development of new products and treatments. Operations became 50% faster through improved workflows and streamlined tools. Petabyte‑scale data handling now supports advanced biotech work in genomics and protein biochemistry, while faster processing enables possibilities like in‑silico protein modeling. The system also provides capacity for future data growth in biotechnology.

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