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Standard integrations (Slack, email, pre-built GRC connectors): 1–3 days. Custom API integration into internal systems: 1–2 weeks depending on complexity. Enterprise integrations with multiple systems, legacy infrastructure, or complex data transformations: 4–6 weeks. Technical documentation, sample code (Python, JavaScript, cURL), and implementation support are provided. The primary variables affecting the timeline are customer-side IT availability and internal approval processes, not Carver technical complexity.