Use caseEvidence: Real case
Docker’s FP&A team drafts its monthly variance commentary with Claude connected to Pigment via MCP
Docker (strategic FP&A team led by Pooja Agrawal, Sr. Finance Manager)Company · Software (developer platform)
Docker’s strategic FP&A team connects Claude to its budget-versus-actual data in Pigment through an MCP server so the AI writes the first draft of the monthly variance commentary, and analysts verify it and add the business reasons. Docker estimates 30–50% less time on close commentary, as told by the vendor (Pigment) in a customer story and a podcast; figures are stated, not audited.