10× Faster VCD, One-Tenth the Pipette Tips: How AI Is Rewriting Cell Counting in CLD

Discover how AI is transforming cell counting in CLD, making it faster and more efficient while significantly reducing consumable use. Join our informative webinar.

CYTENA team
Aug 6, 2026

Event Details

DATE: 03 June, 2026

TIME: 16:00 CEST | 10:00 AM EST

SPEAKER(s):
Jamin Jung, Product Manager @ CYTENA
Vatsal Harshadbhai Bambhania, AI Engineer @ CYTENA

Webinar Overview

Join us for a webinar on how AI-based viable cell density (VCD) is rewriting cell counting in CLD. VCD sits at the heart of every CLD decision: seeding, clone ranking, scale-up timing, feed strategy. Yet the standard methods are slow, and consumable hungry. For a mid-size CLD lab, roughly 150000 pipette tips are used annually, and stacks of dilution plates and reagents. An estimated €20–30k are used by these labs in consumables and hands-on time.

In this webinar, we introduce the new AI-based VCD feature on the UP.SIGHT, which continues the platform’s evolution from a single-cell dispenser into an all-in-one CLD analytical instrument.


You will learn how:

  • The UP.SIGHT feature means fewer dilutions, fewer replicates, and much less pipetting.
  • We achieve a 10x faster time-to-result, enabling same-day clone-panel decision instead of overnight queues
  • We remove data silos by centralizing all clone data in the C.STUDIO campaign management software

A webinar in two parts

Part 1 — The science and the validation data, a walk-through of the AI-based VCD validation data.
 
Part 2 — How the AI model was built, a high-level look at training data curation, model architecture, and the validation strategy.

 

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