← All cases

German biopharma client

AI & Automation Enablement Factory

Use-case pipeline in 90-day cycles

Background

Plenty of digitalisation and AI ideas in the research team, but no consistent way to turn them into delivered solutions. Data was hard to search, not interoperable, and rarely reused.

Solution

An AI & Automation Enablement Factory: a continuous stream of high-impact digitalisation, automation, and AI use cases, value-based and run in 90-day cycles. The client keeps final prioritisation authority; each delivered use case becomes a reusable building block that shortens the research cycle.

Results

A continuous pipeline of use cases improving scientists' workflows. Two enabling layers established: Data Infrastructure for access and search, Data Intelligence for AI-based structuring and insights. Higher internal alignment and adoption through a transparent, value-based delivery rhythm.

inite's role

Per use case, inite provided the Product Owner, Program Manager, and AI & Automation Expert. Facilitated discovery and prioritisation, translated needs into requirements, managed delivery and risk, and tracked measurable value, with a quarterly steering committee deciding each next 90 days.

“Before the factory, we had many ideas but no consistent way to turn them into delivered solutions. The 90 day cycles gave us a clear rhythm, kept prioritisation in our hands, and produced tangible improvements in how our scientists find, reuse, and work with data.”

Head of Contrast Media Research · Global Pharma Company