Demand planning accuracy up 31% across 4,000 SKUs
Statistical forecasting with promotion and seasonality modelling replaced spreadsheet-based planning.
Statistical forecasting with promotion and seasonality modelling replaced spreadsheet-based planning.
PO creation, confirmation chasing and exception handling were automated end to end.
Continuous supplier monitoring surfaced financial and delivery risk early enough to qualify alternatives.
Automated screening of scientific literature surfaced relevant safety and competitive signals without a larger team.
Manufacturing batch records and deviation reports were generated from production data, shortening release timelines.
Site queries and protocol questions were answered instantly, reducing study coordinator burden across 40 sites.
Adverse event intake and coding were automated, letting safety teams handle rising case volumes within regulatory timelines.
Document assembly and consistency checking across study data accelerated regulatory filings for a biotech firm.
At-risk renewals were identified early and matched with the right retention approach, lifting retention meaningfully.
Routine policy changes and questions were handled without agents, cutting service costs and wait times.