Duvo builds AI procurement agents on Claude, delivering €2.8M+ in annualized savings for Rohlik Group
Enterprise operations teams know exactly which processes need to run but cannot execute the full volume — procurement, supply chain, and category management work spans heterogeneous systems with no clean APIs, creating 'abandoned work' worth millions in aggregate that never gets touched.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Abandoned work identified
Operations teams know exactly what needs to happen but cannot get to all of it, leaving high-value processes unexecuted.
Tools used
ClaudeAgent SDKMCPcomputer useSonnet 4.6Opus 4.6
Outcome
Rohlik Group achieved €1.45M in annualized savings in the first week from continuous price monitoring across 120+ SKUs and 15+ suppliers, growing to €2.8M+ across three months. Promotional setup dropped 65-70%, supplier onboarding chasing fell 50-70%, product availability rose from 78% to 93%, inbound delivery confirmations jumped from 52% to 90%, and annual supplier negotiations shortened by one month with approximately 80% of the process automated. Across enterprise deployments, Duvo frees up 40% of team capacity on average.
What failed first
Traditional automation could not handle enterprise stack heterogeneity — no clean APIs, years-long IT backlogs, and exception handling that required judgment made prior approaches unworkable. Before the Agent SDK, critical context disappeared between agent handovers.