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Playbook

Kernel.ai guidance

Kernel is asynchronous company-data infrastructure. Start one job, save its id, and call only the matching getter until the status is completed or failed. Do not loop aggressively. Firmographics can take tens of minutes. Use entity resolution when you need a stable Kernel company id. Parentage and firmographics launchers require that id. Use combined when you want identity resolution plus one or both add-ons in one job. Do not send personal data unless Kernel has explicitly approved that data and use case. Do not provide a webhook URL. Deepline has not yet enabled signed Kernel callback ingestion. The paid launchers are currently unavailable. Their nominal Kernel-credit ladder is documented, but the purchased USD exchange rate and Deepline async refund reconciliation are not configured. Existing job status getters remain available.