Build a single source of truth for vendor profiles, contracts, and risk metrics. Treat it as if you were creating a financial ledger; every entry is accurate, timestamped, and auditable. For example, normalize vendor names across systems so reporting doesn’t break when “[Company] Inc.” appears as “[Company] Incorporated” elsewhere.