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A practical guide to bolt AI onto your existing ERP with Linux tools: extract invoices (or tickets/orders) via API, classify or forecast with a hosted or on‑prem model, write results back, and schedule with systemd. Includes runnable Bash + curl/jq, secrets and retries, logging, and safety tips, plus high‑ROI patterns (invoice categorization, ticket triage, anomaly flags) and steps to expand confidently.