The session, titled "From Pilot to Production: Scaling Lab Automation Without Breaking Compliance, Data Integrity, or Teams," is scheduled for 3:00 p.m. in West Red Level, Suite 81. Hadi argues that while pilot programs demonstrate technical feasibility, production environments demand a more rigorous framework. This shift requires seamless connectivity between instruments, scheduling software, LIMS, and ELN platforms, alongside validated data audit trails and clear system ownership.
"A successful pilot proves that the automation can work. Production requires proving that the organization can operate it every day under regulatory scrutiny," said Hadi. She emphasizes that long-term success hinges on prioritizing integration and validation strategies long before a pilot concludes. Beyond the talk, E Tech Group will maintain a presence at Booth W69, offering attendees direct access to engineers and specialists focused on robotics, data infrastructure, and life sciences compliance.




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