FactSmith is a data architecture practice with its own product inside. We put Claude Dashboards on business data that is modelled, agreed and proven, and we design the warehouses underneath. AI can now answer questions about your business in plain language. The hard part is knowing the answer is right. FactSmith fixes that below the AI: we bring your systems into a warehouse Claude can read, agree with you what each number means, and check the answers against golden questions agreed in advance, before anyone relies on them. Three ways we work: - Claude Dashboards quick-start: fixed price. One warehouse connected, starter dashboards built, your team trained, and answers proven against your own golden questions. - Trusted numbers for Claude: a governed layer of agreed business meaning under your AI dashboards, with permissions enforced beneath the AI. - Data architect on contract: senior dimensional modelling and warehouse design alongside your own team. FactSmith Ask is the product inside: a governed answer layer over Kimball-style dimensional warehouses that runs on your own network. Built for owners, finance heads and IT leads at distributors, multi-store retailers, manufacturers and franchise networks. Led by Emilio Martin, a data architect with 25 years of dimensional data warehouse experience. FactSmith is separate from FactSmith Sites (sites.factsmith.co.za), a web studio. Book a 30-minute call: www.factsmith.co.za