Cenevo introduced two agentic AI tools—the AI Protocol Conversion agent and the AI Automation agent—designed to convert legacy protocols into structured, compliant digital workflows and to auto‑generate automation logic for lab processes. The company says these agents reduce implementation time and costs by 30–50% while preserving human‑in‑the‑loop approvals and audit trails for compliance. Separately, Primera selected Cenevo’s Labguru platform to transition from paper to a digitalized workflow, adopting ELN, inventory and LIMS capabilities. Primera’s move showcases near‑term customer demand for integrated lab informatics that pair data capture with executable automation. Operational note: “Agentic” lab AI refers to systems that can autonomously propose multi‑step experimental workflows while remaining auditable and controllable; vendors emphasize regulatory compliance (21 CFR Part 11, GxP) as commercial differentiators.